2025-06-19 20:07:04,294 - ERROR - Error fetching S&P 500 stocks from datahub.io: 'Name'
Processing 100 crypto instruments...
2025-06-19 20:07:06,428 - ERROR - TAO-USD: Period 'max' is invalid, must be of the format 1d, 5d, etc. 2025-06-19 20:07:08,641 - ERROR - $CLBTC-USD: possibly delisted; no timezone found 2025-06-19 20:07:10,181 - ERROR - $SUPEROETH-USD: possibly delisted; no timezone found
✓ 14 updated, 5 failed Processing 29 futures instruments... ✓ 10 updated, 0 failed Processing 50 stock instruments... ✓ 50 updated, 0 failed ================================================================================ MASTER FINANCIAL DATA UPDATE COMPLETE ================================================================================ File location: C:\Users\Chris\BTC_price_history\Master file\master_financial_data.csv Total records: 850,172 Successful downloads: 74 Failed downloads: 5 Date range: 1962-01-02 to 2025-06-19 Summary by Asset Type: -------------------------------------------------- Crypto: 97 instruments, 2014-09-17 to 2025-06-19 Futures: 29 instruments, 1997-10-29 to 2025-06-19 Stock: 50 instruments, 1962-01-02 to 2025-06-18 Sample Latest Prices: ------------------------------ Crypto: BTC-USD: $104669.16 ETH-USD: $2516.77 SOL-USD: $145.69 Futures: ES=F: $5926.00 GC=F: $3383.70 CL=F: $75.01 Stock: AAPL: $196.58 MSFT: $480.24 TSLA: $322.05 ================================================================================ Master data loaded successfully with 850,172 records You can now use this data for your analysis! Data is available as 'df' variable for your existing functions.
Enhanced Multi-Asset Regression Analysis with Forward Returns - Module Loaded ================================================================================ Found master dataset with 850,172 rows and 176 symbols Starting automatic analysis with charts and forward returns... 📊 Will display ALL available charts per section per asset class (up to 15) 💡 Sections: Best Trends | Undervalued Opportunities | Overvalued Warnings 📈 Chart type: Linear Regression on Log Scale 🔮 NEW: Forward Returns Analysis based on historical patterns ================================================================================ 🔬 COMPREHENSIVE MULTI-ASSET REGRESSION ANALYSIS WITH FORWARD RETURNS ================================================================================ Analyzing trend quality, growth rates, valuation, and predictive analytics... Analyzing instruments by asset type... crypto: 97 instruments futures: 29 instruments stock: 50 instruments Processing 97 crypto instruments... Progress: 25/97 crypto instruments processed Progress: 50/97 crypto instruments processed Processing 29 futures instruments... Progress: 25/29 futures instruments processed Processing 50 stock instruments... Progress: 25/50 stock instruments processed Progress: 50/50 stock instruments processed Analysis complete: 170/176 instruments analyzed successfully ======================================================================================================================== 🔥 TOP 15 CRYPTO INSTRUMENTS - BEST TREND ANALYSIS ======================================================================================================================== Rank Symbol R² Window Growth% Price Valuation Deviation% ------------------------------------------------------------------------------------------------------------------------ 1 FTN-USD 0.989746 750 d 136.2% $4.43 🟢 UNDER -11.1% 2 GT-USD 0.961617 30 d -98.4% $15.58 🟡 FAIR -2.0% 3 TRX-USD 0.946393 1000d 87.2% $0.273693 🟡 FAIR 1.7% 4 PAXG-USD 0.945894 750 d 34.7% $3.4K 🟡 FAIR 5.3% 5 XAUT-USD 0.944535 750 d 33.6% $3.4K 🟡 FAIR 5.3% 6 APT-USD 0.943735 500 d -84.2% $0.000131 🔴 OVER 39.7% 7 BTC-USD 0.936020 1000d 103.4% $104.7K 🟢 UNDER -11.8% 8 WBT-USD 0.930926 750 d 196.8% $49.28 🔴 OVER 44.7% 9 WAL-USD 0.927294 1000d -95.6% $0.000088 🔴 OVER 223.3% 10 POL-USD 0.910925 500 d -64.0% $0.008241 🟡 FAIR 6.3% 11 TIA-USD 0.895684 30 d -99.8% $1.65 🟡 FAIR -1.3% 12 LEO-USD 0.891319 750 d 74.5% $8.99 🟢 UNDER -11.8% 13 BGB-USD 0.889273 1000d 246.4% $4.26 🟡 FAIR -7.9% 14 JASMY-USD 0.877702 30 d -99.2% $0.012626 🟡 FAIR 1.5% 15 AB-USD 0.856407 30 d 17434481.8% $0.014427 🟡 FAIR -7.4% 📊 DISPLAYING ALL 15 CRYPTO TREND LEADER CHARTS: -------------------------------------------------------------------------------- Chart 1: FTN-USD (R² = 0.9897)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $4.43 +30d (1m): $5.35 ($4.83 - $5.92) +60d (2m): $5.74 ($5.18 - $6.36) +90d (3m): $6.16 ($5.56 - $6.82) 90-day outlook: 📈 Bullish Trend (+39.0%) Confidence: 99.0% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.61% Similar historical periods found: 73 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 73 74.0% 1.74% 2.73% 3.86% 1.83% 3.63% -3.68% 11.03% 14 days 73 87.7% 6.08% 5.25% 4.43% 4.21% 6.28% -2.51% 13.38% 30 days 73 93.2% 9.75% 9.99% 6.06% 8.57% 11.40% -1.01% 26.17% 90 days 73 100.0% 29.75% 29.99% 5.85% 28.63% 31.36% 12.96% 45.80% 180 days 73 100.0% 62.42% 60.97% 9.56% 58.74% 63.20% 33.14% 82.46% 365 days 73 100.0% 137.00% 139.93% 17.21% 135.91% 143.94% 105.03% 168.45% ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 9.87% Similar historical periods found: 30 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 30 76.7% 3.11% 5.16% 5.39% 3.14% 7.17% -0.40% 15.79% 14 days 30 86.7% 9.58% 8.87% 5.23% 6.91% 10.82% -0.16% 18.89% 30 days 30 100.0% 13.59% 14.53% 4.86% 12.71% 16.34% 0.45% 23.72% 90 days 30 100.0% 35.28% 32.14% 8.02% 29.14% 35.13% 20.26% 45.80% 180 days 30 100.0% 64.29% 66.57% 7.17% 63.89% 69.24% 56.28% 82.46% 365 days 30 100.0% 156.03% 153.65% 9.90% 149.96% 157.35% 122.01% 161.85% ======================================================================================================================== Chart 2: GT-USD (R² = 0.9616)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $15.58 +30d (1m): $11.29 ($10.68 - $11.94) +60d (2m): $8.02 ($7.44 - $8.65) Confidence: 96.2% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -27.63% Similar historical periods found: 150 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 150 47.3% -0.38% -0.00% 7.39% -1.19% 1.19% -32.32% 25.75% 14 days 150 56.7% 1.09% 1.30% 10.64% -0.42% 3.02% -40.32% 35.05% 30 days 150 76.0% 7.62% 8.56% 18.02% 5.66% 11.47% -30.03% 75.94% 90 days 150 66.0% 9.30% 12.44% 26.06% 8.24% 16.65% -35.85% 76.00% 180 days 150 60.7% 20.33% 52.28% 176.79% 23.76% 80.80% -27.57% 1466.65% 365 days 150 80.0% 17.68% 98.55% 248.46% 58.47% 138.64% -41.26% 1662.58% ======================================================================================================================== GT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -31.83% Similar historical periods found: 153 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 153 74.5% 4.51% 5.17% 8.65% 3.78% 6.55% -7.19% 53.49% 14 days 153 79.7% 7.74% 10.75% 13.57% 8.59% 12.92% -9.61% 55.07% 30 days 153 83.7% 12.03% 14.88% 14.91% 12.50% 17.26% -10.91% 58.45% 90 days 153 83.7% 10.41% 32.07% 51.62% 23.83% 40.31% -16.18% 245.08% 180 days 153 64.7% 24.14% 172.79% 466.22% 98.32% 247.26% -25.25% 2549.13% 365 days 153 84.3% 25.51% 311.41% 597.41% 215.98% 406.83% -12.14% 2333.15% ======================================================================================================================== Chart 3: TRX-USD (R² = 0.9464)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.273693 +30d (1m): $0.283317 ($0.224654 - $0.357300) +60d (2m): $0.298294 ($0.236519 - $0.376205) +90d (3m): $0.314063 ($0.249010 - $0.396111) 90-day outlook: 📈 Bullish Trend (+14.8%) Confidence: 94.6% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== TRX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.66% Similar historical periods found: 271 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 271 60.1% 1.11% 1.13% 9.25% 0.03% 2.24% -28.76% 64.61% 14 days 271 64.6% 2.70% 4.31% 18.18% 2.13% 6.48% -45.76% 128.77% 30 days 271 68.3% 9.00% 9.67% 29.58% 6.14% 13.21% -49.90% 193.84% 90 days 271 70.1% 11.67% 20.60% 63.51% 13.01% 28.20% -73.03% 384.49% 180 days 271 72.3% 18.56% 31.71% 72.24% 23.07% 40.35% -81.07% 461.49% 365 days 271 77.5% 64.80% 75.02% 99.89% 63.07% 86.97% -61.70% 471.47% ======================================================================================================================== TRX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 17.25% Similar historical periods found: 328 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 328 54.9% 0.53% -0.41% 10.15% -1.52% 0.69% -50.86% 38.69% 14 days 328 60.1% 2.08% 1.38% 14.46% -0.19% 2.95% -48.11% 92.47% 30 days 328 61.3% 3.14% 4.52% 23.67% 1.95% 7.09% -61.23% 115.97% 90 days 328 69.8% 10.84% 23.34% 78.54% 14.81% 31.87% -59.37% 452.70% 180 days 328 67.7% 23.84% 26.07% 74.45% 17.99% 34.16% -80.42% 509.04% 365 days 328 71.6% 73.91% 66.16% 84.64% 56.97% 75.35% -67.96% 356.11% ======================================================================================================================== Chart 4: PAXG-USD (R² = 0.9459)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $3.4K +30d (1m): $3.3K ($3.0K - $3.6K) +60d (2m): $3.4K ($3.1K - $3.7K) +90d (3m): $3.5K ($3.2K - $3.8K) 90-day outlook: ➡️ Sideways Trend (+2.2%) Confidence: 94.6% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== PAXG - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.64% Similar historical periods found: 641 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 641 53.5% 0.14% 0.14% 2.20% -0.03% 0.31% -8.00% 9.54% 14 days 641 51.5% 0.12% 0.42% 3.15% 0.17% 0.66% -7.98% 12.23% 30 days 641 56.6% 0.75% 1.01% 4.19% 0.69% 1.34% -8.68% 14.61% 90 days 641 69.3% 3.58% 3.40% 6.54% 2.89% 3.91% -14.42% 21.16% 180 days 641 70.0% 4.46% 6.08% 10.10% 5.29% 6.86% -17.54% 32.67% 365 days 641 75.0% 7.90% 11.01% 14.27% 9.90% 12.12% -9.55% 48.60% ======================================================================================================================== PAXG - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 11.59% Similar historical periods found: 358 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 358 48.9% -0.08% -0.00% 2.40% -0.25% 0.25% -8.00% 7.06% 14 days 358 43.0% -0.47% -0.12% 3.20% -0.45% 0.21% -8.68% 10.83% 30 days 358 48.9% -0.06% 0.08% 3.94% -0.33% 0.49% -8.68% 16.56% 90 days 358 54.7% 2.39% 1.85% 7.31% 1.09% 2.61% -14.42% 20.37% 180 days 358 55.3% 2.23% 2.83% 11.20% 1.67% 4.00% -17.54% 32.67% 365 days 358 72.9% 7.33% 8.32% 13.28% 6.94% 9.70% -12.13% 47.99% ======================================================================================================================== Chart 5: XAUT-USD (R² = 0.9445)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $3.4K +30d (1m): $3.3K ($3.0K - $3.6K) +60d (2m): $3.4K ($3.1K - $3.6K) +90d (3m): $3.4K ($3.2K - $3.7K) 90-day outlook: ➡️ Sideways Trend (+2.0%) Confidence: 94.5% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== XAUT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.56% Similar historical periods found: 610 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 610 52.1% 0.12% 0.05% 2.10% -0.11% 0.22% -10.16% 7.22% 14 days 610 50.8% 0.07% 0.33% 2.96% 0.09% 0.56% -6.69% 8.99% 30 days 610 52.8% 0.33% 0.72% 4.11% 0.40% 1.05% -8.62% 13.28% 90 days 610 64.3% 2.54% 2.63% 6.60% 2.10% 3.15% -13.28% 19.71% 180 days 610 68.0% 3.94% 4.54% 9.34% 3.79% 5.28% -17.38% 23.93% 365 days 610 71.8% 6.77% 10.35% 14.55% 9.20% 11.51% -10.06% 45.92% ======================================================================================================================== XAUT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 11.45% Similar historical periods found: 293 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 293 52.6% 0.11% 0.18% 2.22% -0.07% 0.44% -6.28% 7.22% 14 days 293 43.3% -0.32% 0.09% 3.03% -0.25% 0.44% -6.96% 8.99% 30 days 293 45.1% -0.43% 0.00% 3.93% -0.45% 0.46% -8.62% 12.68% 90 days 293 46.4% -1.49% 1.12% 7.06% 0.31% 1.93% -13.28% 18.73% 180 days 293 47.8% -1.25% 0.60% 10.17% -0.56% 1.77% -17.38% 21.10% 365 days 293 67.9% 7.64% 9.47% 14.99% 7.74% 11.19% -11.51% 46.32% ======================================================================================================================== Chart 6: APT-USD (R² = 0.9437)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.000131 +30d (1m): $0.000081 ($0.000057 - $0.000115) +60d (2m): $0.000069 ($0.000049 - $0.000099) +90d (3m): $0.000060 ($0.000042 - $0.000085) 90-day outlook: 📉 Bearish Trend (-54.6%) Confidence: 94.4% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -4.30% Similar historical periods found: 89 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 89 24.7% -2.70% -0.80% 24.44% -5.95% 4.35% -43.76% 155.38% 14 days 89 29.2% -3.58% -2.69% 29.46% -8.89% 3.52% -47.81% 152.14% 30 days 89 16.9% -11.29% -11.00% 29.53% -17.22% -4.78% -52.86% 117.09% 90 days 89 34.8% -26.19% 60.27% 313.31% -5.73% 126.26% -83.25% 2123.65% 180 days 89 15.7% -75.50% 30.50% 261.97% -24.68% 85.69% -91.98% 781.88% 365 days 89 48.3% -4.77% -2.09% 90.19% -21.09% 16.91% -98.04% 216.83% ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -7.01% Similar historical periods found: 35 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 35 22.9% -2.56% -9.33% 17.66% -15.40% -3.27% -66.34% 13.64% 14 days 35 11.4% -10.67% -15.75% 37.00% -28.46% -3.04% -78.25% 143.33% 30 days 35 34.3% -12.36% -2.54% 73.22% -27.69% 22.61% -81.58% 176.87% 90 days 35 42.9% -28.57% 496.69% 733.34% 244.78% 748.60% -87.00% 2451.57% 180 days 35 48.6% -19.49% 164.56% 252.21% 77.92% 251.19% -85.77% 502.72% 365 days 35 42.9% -18.45% 37.19% 93.03% 5.23% 69.14% -88.00% 163.27% ======================================================================================================================== Chart 7: BTC-USD (R² = 0.9360)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $104.7K +30d (1m): $125.8K ($94.3K - $168.0K) +60d (2m): $133.4K ($100.0K - $178.1K) +90d (3m): $141.4K ($106.0K - $188.8K) 90-day outlook: 📈 Bullish Trend (+35.1%) Confidence: 93.6% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.99% Similar historical periods found: 395 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 395 53.9% 0.67% 1.13% 9.06% 0.23% 2.02% -45.25% 31.74% 14 days 395 55.4% 1.15% 2.75% 13.92% 1.38% 4.13% -40.29% 42.87% 30 days 395 55.4% 2.38% 5.17% 24.21% 2.77% 7.57% -60.32% 72.54% 90 days 395 54.9% 3.64% 15.86% 59.52% 9.97% 21.74% -62.14% 386.99% 180 days 395 67.3% 36.53% 50.90% 91.03% 41.90% 59.91% -62.12% 424.88% 365 days 395 79.2% 106.10% 134.97% 205.73% 114.62% 155.32% -76.74% 1623.65% ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 24.54% Similar historical periods found: 425 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 425 57.9% 0.86% 1.86% 8.41% 1.06% 2.66% -45.25% 35.85% 14 days 425 64.0% 3.13% 3.96% 12.67% 2.75% 5.17% -43.46% 42.44% 30 days 425 64.2% 8.26% 9.48% 21.93% 7.39% 11.57% -49.09% 92.21% 90 days 425 80.9% 22.69% 36.00% 55.63% 30.70% 41.31% -34.77% 420.08% 180 days 425 86.8% 56.66% 105.95% 120.91% 94.42% 117.47% -60.67% 457.43% 365 days 425 86.8% 174.55% 351.93% 468.83% 307.23% 396.63% -73.12% 2384.04% ======================================================================================================================== Chart 8: WBT-USD (R² = 0.9309)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $49.28 +30d (1m): $37.24 ($26.35 - $52.65) +60d (2m): $40.73 ($28.81 - $57.58) +90d (3m): $44.54 ($31.50 - $62.97) 90-day outlook: 📉 Bearish Trend (-9.6%) Confidence: 93.1% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== WBT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 72.70% Similar historical periods found: 9 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 9 44.4% -0.09% 0.34% 2.09% -1.26% 1.95% -2.48% 3.40% 14 days 9 33.3% -1.36% -1.20% 1.73% -2.53% 0.13% -3.73% 1.51% 30 days 9 33.3% -1.29% -1.17% 1.70% -2.48% 0.14% -3.65% 1.67% 90 days 9 77.8% 0.96% 1.09% 1.24% 0.14% 2.04% -0.72% 2.57% 180 days 9 100.0% 80.86% 81.19% 2.07% 79.60% 82.78% 77.41% 84.71% 365 days 9 100.0% 188.14% 188.04% 2.96% 185.77% 190.32% 183.33% 193.72% ======================================================================================================================== Chart 9: WAL-USD (R² = 0.9273)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000088 +30d (1m): $0.000021 ($0.000005 - $0.000082) +60d (2m): $0.000016 ($0.000004 - $0.000063) +90d (3m): $0.000013 ($0.000003 - $0.000049) 90-day outlook: 📉 Bearish Trend (-85.7%) Confidence: 92.7% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== WAL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 16.80% Similar historical periods found: 19 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 47.4% -1.49% 29.03% 75.77% -7.49% 65.55% -28.98% 306.96% 14 days 19 52.6% 3.31% 13.33% 39.70% -5.80% 32.47% -34.36% 136.13% 30 days 19 36.8% -16.27% 14.98% 82.78% -24.92% 54.88% -75.54% 277.39% 90 days 19 10.5% -49.49% -48.69% 43.32% -69.57% -27.81% -96.57% 63.87% 180 days 19 0.0% -75.22% -73.93% 16.76% -82.01% -65.85% -93.79% -30.00% 365 days 19 0.0% -98.60% -94.92% 10.12% -99.80% -90.05% -99.59% -62.61% ======================================================================================================================== WAL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 48.47% Similar historical periods found: 23 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 23 8.7% -10.15% -9.55% 7.00% -12.57% -6.52% -25.80% 4.28% 14 days 23 0.0% -15.99% -16.65% 7.34% -19.83% -13.48% -35.46% -2.22% 30 days 23 0.0% -34.12% -33.11% 7.39% -36.31% -29.92% -44.74% -17.12% 90 days 23 0.0% -79.58% -78.59% 3.61% -80.15% -77.03% -83.58% -69.06% 180 days 23 0.0% -90.73% -90.49% 4.60% -92.48% -88.50% -98.32% -82.98% 365 days 23 0.0% -98.89% -98.94% 0.16% -99.01% -98.87% -99.30% -98.66% ======================================================================================================================== Chart 10: POL-USD (R² = 0.9109)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.008241 +30d (1m): $0.007129 ($0.005557 - $0.009145) +60d (2m): $0.006555 ($0.005109 - $0.008411) +90d (3m): $0.006028 ($0.004697 - $0.007736) 90-day outlook: 📉 Bearish Trend (-26.9%) Confidence: 91.1% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== POL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.24% Similar historical periods found: 37 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 37 48.6% -2.00% 4.45% 23.92% -3.53% 12.42% -30.23% 100.17% 14 days 37 51.4% 0.87% 21.36% 54.60% 3.16% 39.57% -32.14% 209.71% 30 days 37 43.2% -4.85% 34.47% 78.69% 8.24% 60.71% -49.27% 282.74% 90 days 37 37.8% -30.26% 260.09% 467.84% 104.10% 416.07% -72.77% 1103.28% 180 days 37 45.9% -24.59% 514.02% 800.95% 246.97% 781.07% -91.11% 2043.51% 365 days 37 40.5% -87.73% 272.22% 441.63% 124.97% 419.46% -93.88% 998.40% ======================================================================================================================== POL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -14.99% Similar historical periods found: 53 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 53 35.8% -2.85% 3.55% 30.13% -4.75% 11.85% -24.16% 178.55% 14 days 53 37.7% -4.55% 2.64% 20.86% -3.11% 8.39% -39.04% 92.21% 30 days 53 37.7% -4.42% 15.04% 103.41% -13.46% 43.54% -61.37% 624.07% 90 days 53 3.8% -51.55% -9.67% 180.03% -59.29% 39.95% -70.91% 934.44% 180 days 53 3.8% -73.95% -12.98% 258.42% -84.20% 58.25% -90.73% 1383.14% 365 days 53 3.8% -85.69% -57.79% 115.52% -89.64% -25.95% -92.93% 554.53% ======================================================================================================================== Chart 11: TIA-USD (R² = 0.8957)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $1.65 +30d (1m): $1.00 ($0.870305 - $1.16) +60d (2m): $0.601902 ($0.496220 - $0.730092) Confidence: 89.6% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== TIA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -38.31% Similar historical periods found: 111 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 111 54.1% 1.33% 4.88% 23.80% 0.40% 9.36% -46.14% 111.96% 14 days 111 51.4% 1.46% 41634.83% 371293.36% -28205.76% 111475.42% -51.35% 3862617.58% 30 days 111 43.2% -11.96% 3.00% 38.24% -4.19% 10.20% -58.96% 168.03% 90 days 111 39.6% -10.57% -2.24% 47.77% -11.23% 6.75% -65.88% 329.54% 180 days 111 29.7% -23.04% 43.96% 178.92% 10.31% 77.62% -71.50% 848.95% 365 days 111 45.0% -34.78% 2706.21% 10058.76% 814.15% 4598.27% -73.31% 47432.40% ======================================================================================================================== TIA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -49.84% Similar historical periods found: 172 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 172 51.7% 1.50% 4.35% 26.05% 0.43% 8.27% -56.37% 190.98% 14 days 172 51.7% 0.80% 4.19% 28.97% -0.17% 8.55% -51.35% 189.51% 30 days 172 47.7% -1.56% 3.28% 36.28% -2.19% 8.74% -64.99% 193.61% 90 days 172 51.2% 2.05% 40.48% 152.31% 17.55% 63.40% -63.92% 1248.82% 180 days 172 53.5% 3.36% 68.50% 161.61% 44.18% 92.83% -71.67% 688.45% 365 days 172 59.3% 61.61% 273.41% 2970.99% -173.76% 720.57% -87.78% 39096.91% ======================================================================================================================== Chart 12: LEO-USD (R² = 0.8913)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $8.99 +30d (1m): $10.68 ($8.51 - $13.40) +60d (2m): $11.18 ($8.91 - $14.03) +90d (3m): $11.70 ($9.32 - $14.69) 90-day outlook: 📈 Bullish Trend (+30.1%) Confidence: 89.1% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.63% Similar historical periods found: 448 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 448 56.5% 0.50% 1.19% 5.87% 0.65% 1.74% -17.26% 41.46% 14 days 448 59.2% 0.85% 3.01% 11.54% 1.94% 4.09% -25.58% 113.93% 30 days 448 68.8% 3.42% 6.93% 16.60% 5.39% 8.47% -26.57% 99.87% 90 days 448 77.9% 10.39% 18.38% 31.42% 15.47% 21.30% -38.94% 180.92% 180 days 448 87.3% 20.61% 32.37% 38.36% 28.81% 35.93% -51.85% 154.09% 365 days 448 86.2% 70.11% 85.03% 73.31% 78.22% 91.83% -44.72% 439.82% ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -7.77% Similar historical periods found: 134 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 134 52.2% 0.25% 0.60% 5.93% -0.42% 1.61% -14.87% 18.98% 14 days 134 62.7% 1.42% 1.05% 8.10% -0.33% 2.44% -19.38% 20.49% 30 days 134 69.4% 3.54% 1.92% 9.29% 0.33% 3.51% -19.89% 29.49% 90 days 134 56.7% 4.29% 0.58% 19.58% -2.77% 3.92% -29.23% 119.91% 180 days 134 56.0% 8.98% 10.16% 42.10% 2.96% 17.35% -38.93% 113.45% 365 days 134 56.7% 45.25% 21.90% 43.76% 14.42% 29.38% -36.26% 156.97% ======================================================================================================================== Chart 13: BGB-USD (R² = 0.8893)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $4.26 +30d (1m): $5.13 ($2.59 - $10.14) +60d (2m): $5.68 ($2.87 - $11.23) +90d (3m): $6.29 ($3.18 - $12.44) 90-day outlook: 📈 Bullish Trend (+47.6%) Confidence: 88.9% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -17.27% Similar historical periods found: 71 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 71 76.1% 3.42% 3.36% 9.08% 1.21% 5.51% -30.62% 31.96% 14 days 71 73.2% 4.72% 4.71% 15.75% 0.98% 8.44% -35.47% 44.33% 30 days 71 64.8% 6.64% 7.16% 23.21% 1.67% 12.65% -34.28% 77.80% 90 days 71 60.6% 16.30% 26.15% 42.36% 16.13% 36.18% -19.65% 136.04% 180 days 71 98.6% 23.80% 48.15% 59.97% 33.96% 62.35% -1.59% 205.64% 365 days 71 100.0% 201.41% 234.25% 91.68% 212.55% 255.95% 94.26% 542.80% ======================================================================================================================== BGB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -8.54% Similar historical periods found: 95 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 95 65.3% 1.46% 1.34% 9.57% -0.61% 3.29% -33.92% 28.96% 14 days 95 71.6% 1.97% 2.80% 12.53% 0.24% 5.35% -31.01% 44.44% 30 days 95 73.7% 6.14% 12.24% 24.16% 7.32% 17.16% -18.29% 118.64% 90 days 95 94.7% 26.89% 38.33% 35.93% 31.01% 45.65% -6.34% 177.46% 180 days 95 100.0% 130.07% 125.22% 54.06% 114.21% 136.23% 13.81% 211.07% 365 days 95 100.0% 144.99% 153.45% 36.73% 145.97% 160.93% 101.71% 226.33% ======================================================================================================================== Chart 14: JASMY-USD (R² = 0.8777)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $0.012626 +30d (1m): $0.008388 ($0.007437 - $0.009460) +60d (2m): $0.005656 ($0.004807 - $0.006655) Confidence: 87.8% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== JASMY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -30.61% Similar historical periods found: 178 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 178 41.0% -1.97% -0.58% 21.45% -3.75% 2.59% -69.07% 108.90% 14 days 178 38.2% -8.12% -3.99% 27.68% -8.09% 0.10% -87.86% 78.50% 30 days 178 30.3% -13.32% 0.35% 60.46% -8.59% 9.30% -98.83% 325.63% 90 days 178 28.7% -26.03% 6.23% 174.92% -19.64% 32.11% -99.43% 1649.70% 180 days 178 41.6% -23.97% -3.07% 116.90% -20.36% 14.22% -99.03% 532.72% 365 days 178 41.0% -41.78% 108.67% 278.10% 67.53% 149.80% -98.99% 1032.25% ======================================================================================================================== JASMY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 0.70% Similar historical periods found: 18 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 18 55.6% 1.64% -4.32% 16.71% -12.63% 3.99% -33.89% 22.01% 14 days 18 50.0% -3.53% 14.46% 57.61% -14.19% 43.11% -41.91% 185.64% 30 days 18 38.9% -7.91% 22.03% 97.72% -26.56% 70.63% -62.64% 285.64% 90 days 18 50.0% -0.73% 10.86% 90.82% -34.31% 56.02% -72.97% 240.25% 180 days 18 33.3% -26.64% 89.10% 201.14% -10.93% 189.12% -86.15% 525.74% 365 days 18 44.4% -4.46% 98.93% 201.06% -1.05% 198.92% -92.90% 474.58% ======================================================================================================================== Chart 15: AB-USD (R² = 0.8564)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $0.014427 +30d (1m): $0.042000 ($0.030130 - $0.058546) +60d (2m): $0.113253 ($0.072265 - $0.177488) Confidence: 85.6% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis ======================================================================================================================== ======================================================================================================================== 🟢 TOP 13 CRYPTO INSTRUMENTS - UNDERVALUED OPPORTUNITIES ======================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Window ------------------------------------------------------------------------------------------------------------------------ 1 PENDLE-USD 68.0% 0.780834 454.3% $3.79 213.0% 1000d 2 IMX-USD 63.8% 0.801302 -100.0% $0.004143 176.3% 120 d 3 SOL-USD 51.2% 0.782107 203.4% $145.69 104.9% 1000d 4 FARTCOIN-USD 42.4% 0.805152 29545.0% $1.04 73.5% 120 d 5 HYPE-USD 41.2% 0.831823 -97.1% $0.000005 70.2% 1000d 6 XRP-USD 40.4% 0.722481 724.3% $2.18 67.7% 365 d 7 VIRTUAL-USD 37.4% 0.718348 83485.2% $1.69 59.8% 90 d 8 TKX-USD 35.4% 0.739888 481.5% $26.80 54.7% 365 d 9 BNB-USD 24.2% 0.767262 90.4% $642.72 31.9% 750 d 10 QNT-USD 15.6% 0.779922 1213.0% $99.23 18.5% 90 d 11 LEO-USD 11.8% 0.891319 74.5% $8.99 13.4% 750 d 12 BTC-USD 11.8% 0.936020 103.4% $104.7K 13.4% 1000d 13 FTN-USD 11.1% 0.989746 136.2% $4.43 12.5% 750 d 📊 DISPLAYING ALL 13 UNDERVALUED CRYPTO OPPORTUNITY CHARTS: -------------------------------------------------------------------------------- Chart 1: PENDLE-USD (Undervalued by 68.0%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $3.79 +30d (1m): $13.67 ($3.33 - $56.04) +60d (2m): $15.73 ($3.84 - $64.53) +90d (3m): $18.11 ($4.41 - $74.31) 90-day outlook: 📈 Bullish Trend (+377.4%) Confidence: 78.1% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== PENDLE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -13.33% Similar historical periods found: 117 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 117 48.7% -0.23% 5.00% 26.40% 0.17% 9.83% -32.44% 144.96% 14 days 117 55.6% 2.89% 8.22% 34.89% 1.83% 14.61% -42.04% 119.68% 30 days 117 56.4% 7.45% 8.37% 45.05% 0.12% 16.62% -66.53% 150.37% 90 days 117 67.5% 36.90% 65.42% 161.66% 35.82% 95.02% -78.84% 1004.42% 180 days 117 72.6% 158.93% 300.12% 414.14% 224.29% 375.95% -93.15% 1713.10% 365 days 117 77.8% 447.19% 840.84% 812.48% 692.06% 989.61% -95.47% 2636.17% ======================================================================================================================== PENDLE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 51.58% Similar historical periods found: 78 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 78 48.7% -0.50% 4.81% 18.28% 0.68% 8.93% -22.31% 64.49% 14 days 78 55.1% 3.04% 13.13% 29.28% 6.53% 19.73% -19.26% 121.92% 30 days 78 61.5% 10.00% 29.63% 61.03% 15.87% 43.39% -53.41% 213.88% 90 days 78 62.8% 25.75% 99.61% 172.26% 60.77% 138.45% -69.55% 623.51% 180 days 78 88.5% 316.25% 323.99% 283.97% 259.96% 388.01% -89.17% 1088.12% 365 days 78 82.1% 428.10% 852.45% 997.95% 627.44% 1077.45% -95.14% 3747.12% ======================================================================================================================== Chart 2: IMX-USD (Undervalued by 63.8%) Error plotting IMX-USD: index 209 is out of bounds for axis 0 with size 180 Chart 3: SOL-USD (Undervalued by 51.2%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $145.69 +30d (1m): $326.97 ($131.45 - $813.29) +60d (2m): $358.20 ($143.98 - $891.13) +90d (3m): $392.41 ($157.71 - $976.44) 90-day outlook: 📈 Bullish Trend (+169.3%) Confidence: 78.2% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== SOL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -13.53% Similar historical periods found: 211 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 211 44.1% -1.99% -0.26% 15.77% -2.40% 1.88% -52.70% 88.15% 14 days 211 44.5% -1.33% 3.03% 25.18% -0.39% 6.45% -59.98% 115.81% 30 days 211 46.4% -2.86% 7.34% 47.80% 0.85% 13.83% -57.71% 220.50% 90 days 211 54.5% 6.88% 110.66% 224.17% 80.24% 141.09% -66.77% 1026.10% 180 days 211 59.2% 106.53% 284.39% 509.26% 215.28% 353.50% -82.93% 2247.42% 365 days 211 62.6% 498.97% 1441.73% 2983.72% 1036.80% 1846.65% -94.50% 13430.28% ======================================================================================================================== SOL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 13.44% Similar historical periods found: 52 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 52 32.7% -4.69% -2.82% 12.10% -6.19% 0.55% -26.38% 35.46% 14 days 52 34.6% -4.52% 2.37% 22.25% -3.82% 8.57% -48.96% 77.06% 30 days 52 46.2% -8.48% 22.57% 56.21% 6.92% 38.22% -58.34% 194.16% 90 days 52 78.8% 154.03% 184.61% 189.73% 131.79% 237.43% -63.21% 868.22% 180 days 52 88.5% 333.91% 387.79% 290.93% 306.79% 468.78% -84.19% 1287.42% 365 days 52 84.6% 526.02% 580.71% 982.45% 307.19% 854.22% -92.64% 6657.84% ======================================================================================================================== Chart 4: FARTCOIN-USD (Undervalued by 42.4%) Error plotting FARTCOIN-USD: index 209 is out of bounds for axis 0 with size 180 Chart 5: HYPE-USD (Undervalued by 41.2%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000005 +30d (1m): $0.000007 ($0.000001 - $0.000082) +60d (2m): $0.000005 ($0.000000 - $0.000061) +90d (3m): $0.000004 ($0.000000 - $0.000046) 90-day outlook: 📉 Bearish Trend (-29.1%) Confidence: 83.2% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== HYPE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -66.23% Similar historical periods found: 159 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 159 39.0% -6.03% -3.31% 37.60% -9.19% 2.58% -71.15% 349.50% 14 days 159 27.0% -12.99% -6.64% 65.68% -16.93% 3.65% -95.29% 630.82% 30 days 159 14.5% -37.02% -19.57% 133.17% -40.43% 1.29% -96.67% 1585.53% 90 days 159 13.8% -68.16% 13.44% 261.62% -27.54% 54.42% -98.67% 1597.28% 180 days 159 32.7% -84.27% 281.98% 664.13% 177.96% 386.01% -98.52% 2649.63% 365 days 159 0.0% -96.91% -90.98% 16.19% -93.52% -88.45% -99.88% -29.29% ======================================================================================================================== HYPE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -84.11% Similar historical periods found: 415 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 415 33.3% -6.08% -2.47% 42.37% -6.56% 1.62% -84.98% 349.50% 14 days 415 25.8% -11.28% -7.10% 48.33% -11.76% -2.44% -95.11% 297.50% 30 days 415 23.1% -26.42% -16.28% 49.76% -21.08% -11.47% -96.57% 301.25% 90 days 415 28.7% -58.78% 157.27% 486.14% 110.36% 204.18% -98.47% 2378.19% 180 days 415 45.8% -12.10% 200.75% 551.30% 147.55% 253.95% -98.45% 2649.63% 365 days 415 5.5% -96.51% -81.10% 30.88% -84.08% -78.12% -99.88% 50.49% ======================================================================================================================== Chart 6: XRP-USD (Undervalued by 40.4%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $2.18 +30d (1m): $4.34 ($2.06 - $9.16) +60d (2m): $5.16 ($2.44 - $10.91) +90d (3m): $6.14 ($2.90 - $13.00) 90-day outlook: 📈 Bullish Trend (+182.1%) Confidence: 72.2% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== XRP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -7.67% Similar historical periods found: 296 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 296 43.2% -1.13% 0.18% 14.02% -1.42% 1.79% -45.13% 74.21% 14 days 296 44.9% -1.84% 1.94% 20.67% -0.43% 4.30% -38.98% 83.01% 30 days 296 53.7% 1.69% 6.84% 31.16% 3.28% 10.41% -47.11% 229.88% 90 days 296 60.1% 5.10% 7.72% 39.97% 3.15% 12.29% -60.91% 409.07% 180 days 296 50.7% 0.55% 15.04% 76.66% 6.27% 23.81% -66.92% 633.02% 365 days 296 58.1% 16.53% 76.63% 148.81% 59.60% 93.65% -70.91% 633.16% ======================================================================================================================== XRP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -8.55% Similar historical periods found: 215 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 215 55.8% 0.87% 3.80% 17.82% 1.41% 6.20% -35.68% 115.04% 14 days 215 47.4% -0.59% 5.38% 27.72% 1.65% 9.11% -33.16% 172.58% 30 days 215 47.9% -1.93% 10.75% 46.48% 4.50% 17.00% -46.25% 320.34% 90 days 215 56.7% 3.92% 7.74% 44.48% 1.76% 13.72% -61.78% 305.94% 180 days 215 54.4% 4.75% 23.45% 97.94% 10.28% 36.62% -67.68% 524.70% 365 days 215 55.8% 23.82% 116.10% 186.72% 91.00% 141.20% -71.45% 671.94% ======================================================================================================================== Chart 7: VIRTUAL-USD (Undervalued by 37.4%) Error plotting VIRTUAL-USD: index 179 is out of bounds for axis 0 with size 150 Chart 8: TKX-USD (Undervalued by 35.4%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $26.80 +30d (1m): $47.92 ($26.39 - $87.03) +60d (2m): $55.38 ($30.47 - $100.68) +90d (3m): $64.01 ($35.17 - $116.48) 90-day outlook: 📈 Bullish Trend (+138.8%) Confidence: 74.0% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== TKX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -18.44% Similar historical periods found: 144 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 144 47.9% -0.62% -0.36% 16.19% -3.03% 2.30% -32.77% 65.47% 14 days 144 55.6% 2.08% -0.45% 18.42% -3.49% 2.58% -39.02% 49.74% 30 days 144 53.5% 2.16% 1.04% 24.98% -3.07% 5.16% -39.93% 89.41% 90 days 144 57.6% 6.33% 18.27% 54.75% 9.25% 27.29% -42.65% 260.25% 180 days 144 47.9% -2.25% 42.96% 89.16% 28.27% 57.64% -65.58% 238.49% 365 days 144 50.7% 0.42% 43.42% 88.61% 28.83% 58.02% -35.87% 524.14% ======================================================================================================================== TKX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -17.11% Similar historical periods found: 123 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 123 52.8% 0.72% 0.96% 8.51% -0.56% 2.48% -32.77% 20.19% 14 days 123 59.3% 1.15% 1.61% 10.48% -0.27% 3.48% -25.68% 37.23% 30 days 123 61.8% 5.83% 6.61% 14.65% 3.99% 9.23% -29.53% 58.99% 90 days 123 66.7% 24.06% 44.32% 66.57% 32.44% 56.21% -60.58% 227.73% 180 days 123 67.5% 118.14% 100.67% 95.65% 83.59% 117.74% -38.30% 232.72% 365 days 123 82.1% 62.91% 64.96% 57.34% 54.73% 75.20% -27.05% 189.09% ======================================================================================================================== Chart 9: BNB-USD (Undervalued by 24.2%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $642.72 +30d (1m): $893.58 ($590.49 - $1.4K) +60d (2m): $942.16 ($622.50 - $1.4K) +90d (3m): $993.37 ($656.24 - $1.5K) 90-day outlook: 📈 Bullish Trend (+54.6%) Confidence: 76.7% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== BNB - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.17% Similar historical periods found: 240 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 240 53.8% 0.41% 0.48% 10.04% -0.79% 1.76% -49.75% 39.23% 14 days 240 55.4% 1.00% 1.61% 14.25% -0.20% 3.42% -47.37% 77.64% 30 days 240 59.6% 3.42% 5.77% 24.14% 2.70% 8.84% -49.71% 113.37% 90 days 240 57.9% 6.22% 51.37% 167.42% 30.08% 72.66% -53.51% 994.45% 180 days 240 69.6% 27.26% 179.27% 449.38% 122.13% 236.42% -65.38% 2248.88% 365 days 240 75.8% 112.40% 374.51% 692.34% 286.47% 462.54% -54.20% 2953.70% ======================================================================================================================== BNB - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 1.28% Similar historical periods found: 84 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 84 42.9% -0.47% -1.66% 8.90% -3.59% 0.27% -29.15% 26.25% 14 days 84 40.5% -3.07% -3.31% 15.54% -6.68% 0.07% -47.37% 30.36% 30 days 84 38.1% -5.90% -4.73% 18.52% -8.75% -0.71% -46.34% 58.24% 90 days 84 47.6% -0.93% -0.05% 29.96% -6.55% 6.46% -36.40% 118.08% 180 days 84 32.1% -19.92% 10.33% 63.52% -3.46% 24.11% -54.72% 210.75% 365 days 84 66.7% 69.59% 229.75% 614.31% 96.43% 363.06% -40.90% 2908.63% ======================================================================================================================== Chart 10: QNT-USD (Undervalued by 15.6%) Error plotting QNT-USD: index 179 is out of bounds for axis 0 with size 150 Chart 11: LEO-USD (Undervalued by 11.8%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $8.99 +30d (1m): $10.68 ($8.51 - $13.40) +60d (2m): $11.18 ($8.91 - $14.03) +90d (3m): $11.70 ($9.32 - $14.69) 90-day outlook: 📈 Bullish Trend (+30.1%) Confidence: 89.1% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.63% Similar historical periods found: 448 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 448 56.5% 0.50% 1.19% 5.87% 0.65% 1.74% -17.26% 41.46% 14 days 448 59.2% 0.85% 3.01% 11.54% 1.94% 4.09% -25.58% 113.93% 30 days 448 68.8% 3.42% 6.93% 16.60% 5.39% 8.47% -26.57% 99.87% 90 days 448 77.9% 10.39% 18.38% 31.42% 15.47% 21.30% -38.94% 180.92% 180 days 448 87.3% 20.61% 32.37% 38.36% 28.81% 35.93% -51.85% 154.09% 365 days 448 86.2% 70.11% 85.03% 73.31% 78.22% 91.83% -44.72% 439.82% ======================================================================================================================== LEO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -7.77% Similar historical periods found: 134 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 134 52.2% 0.25% 0.60% 5.93% -0.42% 1.61% -14.87% 18.98% 14 days 134 62.7% 1.42% 1.05% 8.10% -0.33% 2.44% -19.38% 20.49% 30 days 134 69.4% 3.54% 1.92% 9.29% 0.33% 3.51% -19.89% 29.49% 90 days 134 56.7% 4.29% 0.58% 19.58% -2.77% 3.92% -29.23% 119.91% 180 days 134 56.0% 8.98% 10.16% 42.10% 2.96% 17.35% -38.93% 113.45% 365 days 134 56.7% 45.25% 21.90% 43.76% 14.42% 29.38% -36.26% 156.97% ======================================================================================================================== Chart 12: BTC-USD (Undervalued by 11.8%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $104.7K +30d (1m): $125.8K ($94.3K - $168.0K) +60d (2m): $133.4K ($100.0K - $178.1K) +90d (3m): $141.4K ($106.0K - $188.8K) 90-day outlook: 📈 Bullish Trend (+35.1%) Confidence: 93.6% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.99% Similar historical periods found: 395 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 395 53.9% 0.67% 1.13% 9.06% 0.23% 2.02% -45.25% 31.74% 14 days 395 55.4% 1.15% 2.75% 13.92% 1.38% 4.13% -40.29% 42.87% 30 days 395 55.4% 2.38% 5.17% 24.21% 2.77% 7.57% -60.32% 72.54% 90 days 395 54.9% 3.64% 15.86% 59.52% 9.97% 21.74% -62.14% 386.99% 180 days 395 67.3% 36.53% 50.90% 91.03% 41.90% 59.91% -62.12% 424.88% 365 days 395 79.2% 106.10% 134.97% 205.73% 114.62% 155.32% -76.74% 1623.65% ======================================================================================================================== BTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 24.54% Similar historical periods found: 425 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 425 57.9% 0.86% 1.86% 8.41% 1.06% 2.66% -45.25% 35.85% 14 days 425 64.0% 3.13% 3.96% 12.67% 2.75% 5.17% -43.46% 42.44% 30 days 425 64.2% 8.26% 9.48% 21.93% 7.39% 11.57% -49.09% 92.21% 90 days 425 80.9% 22.69% 36.00% 55.63% 30.70% 41.31% -34.77% 420.08% 180 days 425 86.8% 56.66% 105.95% 120.91% 94.42% 117.47% -60.67% 457.43% 365 days 425 86.8% 174.55% 351.93% 468.83% 307.23% 396.63% -73.12% 2384.04% ======================================================================================================================== Chart 13: FTN-USD (Undervalued by 11.1%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $4.43 +30d (1m): $5.35 ($4.83 - $5.92) +60d (2m): $5.74 ($5.18 - $6.36) +90d (3m): $6.16 ($5.56 - $6.82) 90-day outlook: 📈 Bullish Trend (+39.0%) Confidence: 99.0% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.61% Similar historical periods found: 73 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 73 74.0% 1.74% 2.73% 3.86% 1.83% 3.63% -3.68% 11.03% 14 days 73 87.7% 6.08% 5.25% 4.43% 4.21% 6.28% -2.51% 13.38% 30 days 73 93.2% 9.75% 9.99% 6.06% 8.57% 11.40% -1.01% 26.17% 90 days 73 100.0% 29.75% 29.99% 5.85% 28.63% 31.36% 12.96% 45.80% 180 days 73 100.0% 62.42% 60.97% 9.56% 58.74% 63.20% 33.14% 82.46% 365 days 73 100.0% 137.00% 139.93% 17.21% 135.91% 143.94% 105.03% 168.45% ======================================================================================================================== FTN - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 9.87% Similar historical periods found: 30 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 30 76.7% 3.11% 5.16% 5.39% 3.14% 7.17% -0.40% 15.79% 14 days 30 86.7% 9.58% 8.87% 5.23% 6.91% 10.82% -0.16% 18.89% 30 days 30 100.0% 13.59% 14.53% 4.86% 12.71% 16.34% 0.45% 23.72% 90 days 30 100.0% 35.28% 32.14% 8.02% 29.14% 35.13% 20.26% 45.80% 180 days 30 100.0% 64.29% 66.57% 7.17% 63.89% 69.24% 56.28% 82.46% 365 days 30 100.0% 156.03% 153.65% 9.90% 149.96% 157.35% 122.01% 161.85% ======================================================================================================================== ======================================================================================================================== 🔴 TOP 13 CRYPTO INSTRUMENTS - OVERVALUED WARNINGS ======================================================================================================================== Rank Symbol Over% R² Growth% Price Risk% Window ------------------------------------------------------------------------------------------------------------------------ 1 WAL-USD 223.3% 0.927294 -95.6% $0.000088 69.1% 1000d 2 TRUMP-USD 81.4% 0.816510 -94.9% $0.000595 44.9% 365 d 3 WBT-USD 44.7% 0.930926 196.8% $49.28 30.9% 750 d 4 APT-USD 39.7% 0.943735 -84.2% $0.000131 28.4% 500 d 5 GRT-USD 32.4% 0.767153 -89.7% $0.454301 24.5% 180 d 6 PEPE-USD 25.7% 0.778587 -98.3% $0.000006 20.4% 90 d 7 STX-USD 21.9% 0.842781 -76.8% $0.002834 17.9% 365 d 8 ICP-USD 19.1% 0.735290 -81.6% $5.08 16.1% 180 d 9 THETA-USD 19.0% 0.782857 -93.1% $0.683229 16.0% 180 d 10 ENA-USD 18.3% 0.711193 -92.0% $0.286757 15.4% 180 d 11 XTZ-USD 15.1% 0.807143 -86.9% $0.534569 13.1% 180 d 12 RAY-USD 14.6% 0.783944 -99.8% $2.22 12.7% 30 d 13 XMR-USD 13.8% 0.804074 88.4% $314.51 12.2% 500 d 📊 DISPLAYING ALL 13 OVERVALUED CRYPTO WARNING CHARTS: -------------------------------------------------------------------------------- Chart 1: WAL-USD (Overvalued by 223.3%)
📊 PRICE PROJECTIONS (Linear Regression - 1000 days): Current: $0.000088 +30d (1m): $0.000021 ($0.000005 - $0.000082) +60d (2m): $0.000016 ($0.000004 - $0.000063) +90d (3m): $0.000013 ($0.000003 - $0.000049) 90-day outlook: 📉 Bearish Trend (-85.7%) Confidence: 92.7% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== WAL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 16.80% Similar historical periods found: 19 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 19 47.4% -1.49% 29.03% 75.77% -7.49% 65.55% -28.98% 306.96% 14 days 19 52.6% 3.31% 13.33% 39.70% -5.80% 32.47% -34.36% 136.13% 30 days 19 36.8% -16.27% 14.98% 82.78% -24.92% 54.88% -75.54% 277.39% 90 days 19 10.5% -49.49% -48.69% 43.32% -69.57% -27.81% -96.57% 63.87% 180 days 19 0.0% -75.22% -73.93% 16.76% -82.01% -65.85% -93.79% -30.00% 365 days 19 0.0% -98.60% -94.92% 10.12% -99.80% -90.05% -99.59% -62.61% ======================================================================================================================== WAL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 48.47% Similar historical periods found: 23 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 23 8.7% -10.15% -9.55% 7.00% -12.57% -6.52% -25.80% 4.28% 14 days 23 0.0% -15.99% -16.65% 7.34% -19.83% -13.48% -35.46% -2.22% 30 days 23 0.0% -34.12% -33.11% 7.39% -36.31% -29.92% -44.74% -17.12% 90 days 23 0.0% -79.58% -78.59% 3.61% -80.15% -77.03% -83.58% -69.06% 180 days 23 0.0% -90.73% -90.49% 4.60% -92.48% -88.50% -98.32% -82.98% 365 days 23 0.0% -98.89% -98.94% 0.16% -99.01% -98.87% -99.30% -98.66% ======================================================================================================================== Chart 2: TRUMP-USD (Overvalued by 81.4%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.000595 +30d (1m): $0.000257 ($0.000115 - $0.000574) +60d (2m): $0.000201 ($0.000090 - $0.000451) +90d (3m): $0.000158 ($0.000070 - $0.000354) 90-day outlook: 📉 Bearish Trend (-73.5%) Confidence: 81.7% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== TRUMP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 2.24% Similar historical periods found: 93 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 93 40.9% -1.01% 2.76% 40.28% -5.54% 11.05% -95.69% 280.04% 14 days 93 45.2% -2.60% 18.00% 87.46% -0.01% 36.01% -96.40% 564.48% 30 days 93 45.2% -4.37% 22.42% 86.96% 4.52% 40.33% -96.98% 392.39% 90 days 93 44.1% -10.42% 57.65% 188.06% 18.92% 96.38% -97.28% 964.42% 180 days 93 36.6% -32.05% 25.53% 160.57% -7.54% 58.59% -98.46% 804.67% 365 days 93 35.5% -43.65% 126.77% 374.99% 49.55% 204.00% -99.83% 2327.43% ======================================================================================================================== TRUMP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 4.39% Similar historical periods found: 55 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 55 38.2% -5.35% 0.64% 35.40% -8.93% 10.21% -95.07% 130.55% 14 days 55 40.0% -7.64% 0.89% 55.37% -14.08% 15.86% -96.10% 217.09% 30 days 55 47.3% -1.78% -8.21% 51.50% -22.13% 5.71% -96.94% 100.86% 90 days 55 45.5% -20.55% 24.12% 130.75% -11.22% 59.47% -96.74% 428.26% 180 days 55 30.9% -27.93% 124.07% 761.76% -81.86% 330.01% -98.61% 5577.80% 365 days 55 47.3% -17.80% 258.46% 781.78% 47.12% 469.81% -86.43% 5416.50% ======================================================================================================================== Chart 3: WBT-USD (Overvalued by 44.7%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $49.28 +30d (1m): $37.24 ($26.35 - $52.65) +60d (2m): $40.73 ($28.81 - $57.58) +90d (3m): $44.54 ($31.50 - $62.97) 90-day outlook: 📉 Bearish Trend (-9.6%) Confidence: 93.1% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== WBT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 72.70% Similar historical periods found: 9 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 9 44.4% -0.09% 0.34% 2.09% -1.26% 1.95% -2.48% 3.40% 14 days 9 33.3% -1.36% -1.20% 1.73% -2.53% 0.13% -3.73% 1.51% 30 days 9 33.3% -1.29% -1.17% 1.70% -2.48% 0.14% -3.65% 1.67% 90 days 9 77.8% 0.96% 1.09% 1.24% 0.14% 2.04% -0.72% 2.57% 180 days 9 100.0% 80.86% 81.19% 2.07% 79.60% 82.78% 77.41% 84.71% 365 days 9 100.0% 188.14% 188.04% 2.96% 185.77% 190.32% 183.33% 193.72% ======================================================================================================================== Chart 4: APT-USD (Overvalued by 39.7%)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $0.000131 +30d (1m): $0.000081 ($0.000057 - $0.000115) +60d (2m): $0.000069 ($0.000049 - $0.000099) +90d (3m): $0.000060 ($0.000042 - $0.000085) 90-day outlook: 📉 Bearish Trend (-54.6%) Confidence: 94.4% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -4.30% Similar historical periods found: 89 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 89 24.7% -2.70% -0.80% 24.44% -5.95% 4.35% -43.76% 155.38% 14 days 89 29.2% -3.58% -2.69% 29.46% -8.89% 3.52% -47.81% 152.14% 30 days 89 16.9% -11.29% -11.00% 29.53% -17.22% -4.78% -52.86% 117.09% 90 days 89 34.8% -26.19% 60.27% 313.31% -5.73% 126.26% -83.25% 2123.65% 180 days 89 15.7% -75.50% 30.50% 261.97% -24.68% 85.69% -91.98% 781.88% 365 days 89 48.3% -4.77% -2.09% 90.19% -21.09% 16.91% -98.04% 216.83% ======================================================================================================================== APT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -7.01% Similar historical periods found: 35 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 35 22.9% -2.56% -9.33% 17.66% -15.40% -3.27% -66.34% 13.64% 14 days 35 11.4% -10.67% -15.75% 37.00% -28.46% -3.04% -78.25% 143.33% 30 days 35 34.3% -12.36% -2.54% 73.22% -27.69% 22.61% -81.58% 176.87% 90 days 35 42.9% -28.57% 496.69% 733.34% 244.78% 748.60% -87.00% 2451.57% 180 days 35 48.6% -19.49% 164.56% 252.21% 77.92% 251.19% -85.77% 502.72% 365 days 35 42.9% -18.45% 37.19% 93.03% 5.23% 69.14% -88.00% 163.27% ======================================================================================================================== Chart 5: GRT-USD (Overvalued by 32.4%)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.454301 +30d (1m): $0.284660 ($0.199057 - $0.407076) +60d (2m): $0.236174 ($0.164680 - $0.338706) +90d (3m): $0.195947 ($0.136158 - $0.281989) 90-day outlook: 📉 Bearish Trend (-56.9%) Confidence: 76.7% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== GRT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 21.58% Similar historical periods found: 17 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 17 70.6% 8.42% 127.19% 325.17% -40.00% 294.38% -97.54% 1048.70% 14 days 17 52.9% 5.69% 168.65% 463.15% -69.48% 406.78% -97.33% 1494.35% 30 days 17 41.2% -43.98% -8.70% 99.17% -59.68% 42.29% -95.92% 220.36% 90 days 17 58.8% 34.02% 206.00% 493.05% -47.50% 459.51% -93.01% 1626.34% 180 days 17 29.4% -16.12% -30.16% 44.43% -53.00% -7.31% -90.26% 42.34% 365 days 17 0.0% -87.59% -82.87% 15.62% -90.90% -74.84% -95.16% -47.98% ======================================================================================================================== Chart 6: PEPE-USD (Overvalued by 25.7%) Error plotting PEPE-USD: index 179 is out of bounds for axis 0 with size 150 Chart 7: STX-USD (Overvalued by 21.9%)
📊 PRICE PROJECTIONS (Linear Regression - 365 days): Current: $0.002834 +30d (1m): $0.002063 ($0.001439 - $0.002958) +60d (2m): $0.001830 ($0.001276 - $0.002625) +90d (3m): $0.001623 ($0.001131 - $0.002330) 90-day outlook: 📉 Bearish Trend (-42.7%) Confidence: 84.3% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== STX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 5.10% Similar historical periods found: 78 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 78 50.0% 0.05% 4.81% 23.24% -0.43% 10.05% -31.12% 120.42% 14 days 78 51.3% 0.52% 6.58% 27.93% 0.28% 12.88% -50.94% 86.41% 30 days 78 59.0% 24.20% 22.88% 40.19% 13.81% 31.94% -54.23% 107.51% 90 days 78 55.1% 12.09% 154.45% 1156.36% -106.27% 415.17% -99.30% 10269.71% 180 days 78 60.3% 22.20% 86.76% 260.86% 27.94% 145.57% -99.48% 1304.76% 365 days 78 57.7% 46.86% 211.68% 450.75% 110.05% 313.31% -99.88% 1821.06% ======================================================================================================================== STX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -8.57% Similar historical periods found: 76 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 76 51.3% 0.32% 151.71% 1320.13% -149.95% 453.38% -34.30% 11583.78% 14 days 76 52.6% 1.33% 160.35% 1356.10% -149.53% 470.23% -34.99% 11902.76% 30 days 76 43.4% -6.77% 156.28% 1322.49% -145.92% 458.48% -99.03% 11603.94% 90 days 76 63.2% 51.11% 70.94% 122.29% 43.00% 98.89% -99.34% 417.94% 180 days 76 85.5% 81.64% 217.33% 353.47% 136.56% 298.11% -99.50% 1304.76% 365 days 76 78.9% 80.05% 487.22% 744.09% 317.18% 657.25% -99.89% 2943.48% ======================================================================================================================== Chart 8: ICP-USD (Overvalued by 19.1%)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $5.08 +30d (1m): $3.71 ($2.77 - $4.96) +60d (2m): $3.23 ($2.41 - $4.32) +90d (3m): $2.81 ($2.09 - $3.77) 90-day outlook: 📉 Bearish Trend (-44.7%) Confidence: 73.5% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== ICP - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -3.49% Similar historical periods found: 98 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 98 57.1% 1.30% 1.89% 11.25% -0.36% 4.15% -27.98% 42.55% 14 days 98 40.8% -1.34% 0.74% 19.10% -3.09% 4.57% -40.38% 74.77% 30 days 98 35.7% -7.66% -1.77% 28.23% -7.43% 3.89% -55.97% 91.00% 90 days 98 28.6% -23.58% 4.42% 95.77% -14.78% 23.62% -67.92% 360.82% 180 days 98 38.8% -15.97% 44.92% 153.41% 14.16% 75.68% -82.79% 506.47% 365 days 98 48.0% -41.77% 35.45% 112.98% 12.80% 58.10% -91.72% 255.13% ======================================================================================================================== ICP - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -10.15% Similar historical periods found: 58 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 58 41.4% -2.51% -1.84% 11.27% -4.80% 1.12% -24.89% 20.19% 14 days 58 31.0% -5.75% -5.40% 14.12% -9.11% -1.69% -27.86% 33.10% 30 days 58 12.1% -9.87% -11.14% 14.90% -15.06% -7.22% -38.82% 28.07% 90 days 58 13.8% -33.53% -19.76% 59.41% -35.38% -4.14% -74.86% 227.04% 180 days 58 29.3% -17.99% 21.34% 114.31% -8.72% 51.40% -77.84% 365.74% 365 days 58 46.6% -44.71% 28.18% 101.75% 1.43% 54.93% -91.49% 201.63% ======================================================================================================================== Chart 9: THETA-USD (Overvalued by 19.0%)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.683229 +30d (1m): $0.461132 ($0.308665 - $0.688912) +60d (2m): $0.370361 ($0.247112 - $0.555081) +90d (3m): $0.297458 ($0.197699 - $0.447554) 90-day outlook: 📉 Bearish Trend (-56.5%) Confidence: 78.3% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== THETA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -24.96% Similar historical periods found: 310 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 310 54.2% 0.97% 0.29% 13.70% -1.24% 1.82% -44.29% 38.46% 14 days 310 56.5% 2.21% 2.41% 18.45% 0.35% 4.47% -56.18% 52.57% 30 days 310 51.6% 0.48% 3.80% 28.63% 0.60% 7.00% -61.14% 137.74% 90 days 310 43.5% -6.80% 14.91% 67.53% 7.37% 22.46% -64.63% 370.59% 180 days 310 34.5% -13.73% 61.11% 268.99% 31.05% 91.17% -83.01% 1847.06% 365 days 310 55.2% 17.84% 397.40% 1771.45% 199.43% 595.37% -86.60% 15452.94% ======================================================================================================================== THETA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -25.49% Similar historical periods found: 375 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 375 49.6% -0.03% 0.58% 13.16% -0.76% 1.92% -47.20% 46.20% 14 days 375 44.8% -1.81% 1.32% 20.42% -0.76% 3.39% -48.80% 81.11% 30 days 375 44.3% -3.92% 4.48% 38.18% 0.61% 8.36% -60.67% 230.78% 90 days 375 52.3% 3.16% 15.73% 62.44% 9.39% 22.07% -68.43% 302.35% 180 days 375 53.6% 3.74% 68.88% 195.27% 49.05% 88.71% -76.21% 892.23% 365 days 375 69.3% 75.77% 983.63% 3532.62% 624.92% 1342.33% -85.19% 19356.90% ======================================================================================================================== Chart 10: ENA-USD (Overvalued by 18.3%)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.286757 +30d (1m): $0.196984 ($0.124319 - $0.312123) +60d (2m): $0.160037 ($0.100630 - $0.254513) +90d (3m): $0.130019 ($0.081391 - $0.207699) 90-day outlook: 📉 Bearish Trend (-54.7%) Confidence: 71.1% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ⚠️ Insufficient historical data for forward returns analysis ======================================================================================================================== Chart 11: XTZ-USD (Overvalued by 15.1%)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $0.534569 +30d (1m): $0.393105 ($0.295881 - $0.522275) +60d (2m): $0.332592 ($0.249766 - $0.442883) +90d (3m): $0.281394 ($0.210737 - $0.375739) 90-day outlook: 📉 Bearish Trend (-47.4%) Confidence: 80.7% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== XTZ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -14.40% Similar historical periods found: 355 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 355 45.6% -0.84% -1.69% 11.89% -2.93% -0.45% -48.13% 32.13% 14 days 355 40.8% -2.70% -1.66% 16.73% -3.41% 0.08% -54.60% 58.72% 30 days 355 36.9% -6.01% -1.32% 26.28% -4.06% 1.42% -66.61% 142.72% 90 days 355 38.0% -14.57% 4.75% 57.73% -1.28% 10.77% -72.37% 235.88% 180 days 355 43.1% -9.15% 16.73% 75.22% 8.88% 24.58% -91.23% 308.29% 365 days 355 42.5% -6.65% 18.64% 108.83% 7.28% 30.00% -92.20% 655.85% ======================================================================================================================== XTZ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -21.89% Similar historical periods found: 380 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 380 44.5% -0.92% -1.27% 10.63% -2.34% -0.20% -48.13% 50.27% 14 days 380 37.9% -2.53% -2.76% 15.99% -4.38% -1.15% -55.50% 61.68% 30 days 380 32.6% -6.83% -3.19% 27.74% -5.98% -0.39% -72.05% 157.46% 90 days 380 46.8% -6.25% 10.41% 58.14% 4.55% 16.28% -72.03% 287.90% 180 days 380 54.5% 16.22% 29.93% 75.55% 22.31% 37.55% -83.81% 219.55% 365 days 380 43.9% -4.78% 33.57% 123.58% 21.11% 46.04% -86.59% 678.96% ======================================================================================================================== Chart 12: RAY-USD (Overvalued by 14.6%)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $2.22 +30d (1m): $1.15 ($0.919846 - $1.44) +60d (2m): $0.682989 ($0.504493 - $0.924639) Confidence: 78.4% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== RAY - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -30.46% Similar historical periods found: 209 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 209 38.8% -4.01% -4.31% 14.07% -6.23% -2.39% -45.17% 60.70% 14 days 209 37.8% -5.46% -5.49% 22.87% -8.60% -2.37% -50.22% 90.69% 30 days 209 40.7% -9.56% -1.91% 42.13% -7.66% 3.83% -63.90% 197.45% 90 days 209 35.4% -47.03% 1.22% 93.73% -11.56% 14.00% -75.36% 275.28% 180 days 209 36.8% -70.55% -16.34% 89.29% -28.52% -4.16% -91.30% 505.44% 365 days 209 24.4% -80.77% 68.00% 323.28% 23.91% 112.08% -98.16% 1205.38% ======================================================================================================================== RAY - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 26.82% Similar historical periods found: 28 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 28 82.1% 8.06% 15.85% 22.30% 7.20% 24.49% -12.53% 72.92% 14 days 28 64.3% 2.68% 10.31% 22.05% 1.76% 18.86% -17.55% 68.89% 30 days 28 50.0% 5.16% 17.40% 40.13% 1.83% 32.96% -25.88% 148.01% 90 days 28 53.6% 21.95% 66.10% 129.28% 15.97% 116.23% -65.31% 340.40% 180 days 28 50.0% -4.82% 111.56% 218.69% 26.76% 196.35% -86.89% 554.57% 365 days 28 85.7% 240.04% 423.57% 507.45% 226.81% 620.34% -97.96% 1660.83% ======================================================================================================================== Chart 13: XMR-USD (Overvalued by 13.8%)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $314.51 +30d (1m): $291.05 ($228.04 - $371.48) +60d (2m): $306.60 ($240.17 - $391.40) +90d (3m): $322.98 ($252.94 - $412.41) 90-day outlook: ➡️ Sideways Trend (+2.7%) Confidence: 80.4% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== XMR - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -10.67% Similar historical periods found: 346 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 346 55.5% 0.72% 0.34% 11.61% -0.89% 1.57% -51.90% 51.23% 14 days 346 52.0% 0.75% -1.20% 15.97% -2.88% 0.49% -50.62% 72.48% 30 days 346 48.6% -0.74% -0.62% 22.78% -3.03% 1.79% -50.20% 82.50% 90 days 346 54.3% 1.92% 3.40% 38.74% -0.70% 7.49% -59.75% 202.49% 180 days 346 55.2% 2.17% 7.44% 55.81% 1.54% 13.34% -69.80% 319.29% 365 days 346 60.1% 7.82% 24.15% 76.67% 16.04% 32.26% -88.51% 364.29% ======================================================================================================================== XMR - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 47.80% Similar historical periods found: 176 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 176 46.0% -1.04% 0.03% 12.94% -1.90% 1.95% -38.38% 54.22% 14 days 176 43.8% -1.61% 0.87% 18.54% -1.89% 3.62% -41.92% 82.57% 30 days 176 58.5% 4.60% 7.99% 30.66% 3.43% 12.56% -63.25% 79.24% 90 days 176 66.5% 22.44% 19.33% 42.60% 12.99% 25.67% -54.63% 197.14% 180 days 176 57.4% 11.79% 40.95% 74.19% 29.91% 51.98% -68.48% 237.11% 365 days 176 48.9% -1.14% 61.15% 101.27% 46.09% 76.22% -86.46% 324.98% ======================================================================================================================== CRYPTO STATISTICS: ------------------------------------------------------------ Total crypto instruments analyzed: 91 Average R-squared: 0.7402 Best R-squared: 0.989746 Average annual growth: 854845.2% Valuation breakdown: 🟡 FAIR_VALUE: 37 (40.7%) - Hold/Monitor 🔴 OVERVALUED: 13 (14.3%) - Sell Warnings 🟢 UNDERVALUED: 13 (14.3%) - Buy Opportunities Optimal window distribution: 30 days: 34 instruments (37.4%) 60 days: 3 instruments (3.3%) 90 days: 9 instruments (9.9%) 120 days: 4 instruments (4.4%) 180 days: 13 instruments (14.3%) 📊 CRYPTO TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 13 🔴 High-quality overvalued warnings: 13 📈 Top trend performers displayed: 15 💡 Consider buying undervalued cryptos with strong trends ⚠️ Consider reducing overvalued crypto positions ======================================================================================================================== 🔥 TOP 15 FUTURES INSTRUMENTS - BEST TREND ANALYSIS ======================================================================================================================== Rank Symbol R² Window Growth% Price Valuation Deviation% ------------------------------------------------------------------------------------------------------------------------ 1 GC=F 0.954565 500 d 35.1% $3.4K 🟡 FAIR 4.9% 2 KC=F 0.931899 500 d 70.1% $319.70 🟢 UNDER -20.2% 3 DX=F 0.911545 120 d -22.6% $98.50 🟡 FAIR 1.3% 4 ES=F 0.910693 750 d 19.4% $5.9K 🟡 FAIR -5.1% 5 PL=F 0.904957 30 d 1227.3% $1.3K 🟡 FAIR 0.3% 6 NQ=F 0.902314 750 d 27.4% $21.5K 🟡 FAIR -7.1% 7 CC=F 0.884221 750 d 86.5% $8.8K 🟢 UNDER -29.6% 8 LE=F 0.881556 180 d 29.7% $211.77 🟡 FAIR -3.4% 9 YM=F 0.879265 750 d 13.2% $41.8K 🟡 FAIR -6.1% 10 SI=F 0.872435 30 d 287.8% $36.35 🟡 FAIR -1.8% 11 HE=F 0.869187 60 d 165.6% $112.18 🟡 FAIR 6.0% 12 ZS=F 0.869047 750 d -16.1% $1.1K 🔴 OVER 11.0% 13 SB=F 0.846934 60 d -48.2% $16.35 🟡 FAIR 0.2% 14 PA=F 0.788222 750 d -25.2% $1.1K 🔴 OVER 32.9% 15 OJ=F 0.776167 180 d -72.4% $237.60 🟡 FAIR 1.3% 📊 DISPLAYING ALL 15 FUTURES TREND LEADER CHARTS: -------------------------------------------------------------------------------- Chart 1: GC=F (R² = 0.9546)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $3.4K +30d (1m): $3.3K ($3.1K - $3.6K) +60d (2m): $3.5K ($3.2K - $3.7K) +90d (3m): $3.6K ($3.3K - $3.9K) 90-day outlook: 📈 Bullish Trend (+6.1%) Confidence: 95.5% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== GC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 0.07% Similar historical periods found: 1810 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1810 54.3% 0.27% 0.20% 2.61% 0.08% 0.32% -12.59% 10.56% 14 days 1810 54.1% 0.41% 0.49% 3.50% 0.33% 0.65% -14.55% 13.73% 30 days 1810 57.8% 1.08% 1.46% 5.09% 1.23% 1.69% -17.42% 24.01% 90 days 1810 69.6% 3.58% 3.84% 8.77% 3.44% 4.25% -22.35% 32.50% 180 days 1810 69.0% 7.10% 8.15% 13.39% 7.53% 8.77% -25.83% 54.79% 365 days 1810 80.7% 15.72% 17.32% 20.47% 16.38% 18.27% -26.71% 71.47% ======================================================================================================================== GC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 16.11% Similar historical periods found: 907 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 907 52.7% 0.16% 0.06% 3.13% -0.15% 0.26% -12.58% 10.02% 14 days 907 50.7% 0.06% 0.44% 4.33% 0.16% 0.72% -13.01% 15.03% 30 days 907 48.3% -0.18% 1.06% 6.06% 0.67% 1.46% -13.57% 24.20% 90 days 907 65.3% 3.85% 4.22% 9.08% 3.62% 4.81% -16.22% 39.20% 180 days 907 72.1% 7.50% 7.36% 11.69% 6.59% 8.12% -31.89% 36.73% 365 days 907 88.9% 16.83% 16.99% 15.86% 15.95% 18.02% -26.28% 53.68% ======================================================================================================================== Chart 2: KC=F (R² = 0.9319)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $319.70 +30d (1m): $426.63 ($362.69 - $501.85) +60d (2m): $454.49 ($386.31 - $534.69) +90d (3m): $484.16 ($411.47 - $569.68) 90-day outlook: 📈 Bullish Trend (+51.4%) Confidence: 93.2% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -20.29% Similar historical periods found: 306 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 306 52.0% 0.41% 0.92% 6.01% 0.24% 1.59% -15.07% 44.18% 14 days 306 59.8% 1.51% 1.45% 6.70% 0.70% 2.21% -14.86% 21.58% 30 days 306 56.5% 0.83% 1.66% 8.08% 0.75% 2.57% -19.09% 29.30% 90 days 306 39.2% -3.09% 1.42% 14.11% -0.16% 3.01% -29.41% 44.35% 180 days 306 38.6% -6.15% -0.33% 24.21% -3.05% 2.40% -33.73% 84.12% 365 days 306 65.7% 13.98% 17.34% 42.98% 12.50% 22.17% -52.39% 121.41% ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -20.93% Similar historical periods found: 911 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 911 49.0% -0.15% 0.33% 5.19% -0.01% 0.66% -14.37% 44.18% 14 days 911 47.0% -0.30% 0.39% 6.92% -0.06% 0.84% -20.80% 33.68% 30 days 911 43.8% -1.50% 0.19% 9.06% -0.40% 0.78% -19.84% 26.10% 90 days 911 46.9% -1.36% 0.97% 15.58% -0.04% 1.99% -28.90% 82.36% 180 days 911 43.7% -5.47% -0.21% 24.70% -1.81% 1.40% -38.00% 84.86% 365 days 911 66.3% 18.98% 14.94% 47.52% 11.85% 18.03% -54.80% 190.76% ======================================================================================================================== Chart 3: DX=F (R² = 0.9115) Error plotting DX=F: index 209 is out of bounds for axis 0 with size 180 Chart 4: ES=F (R² = 0.9107)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $5.9K +30d (1m): $6.4K ($5.8K - $7.0K) +60d (2m): $6.5K ($5.9K - $7.2K) +90d (3m): $6.7K ($6.1K - $7.3K) 90-day outlook: 📈 Bullish Trend (+12.3%) Confidence: 91.1% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== ES - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 4.85% Similar historical periods found: 2306 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 2306 59.4% 0.38% 0.11% 2.05% 0.03% 0.20% -14.30% 6.48% 14 days 2306 61.1% 0.68% 0.19% 2.90% 0.07% 0.30% -26.06% 8.95% 30 days 2306 63.1% 1.24% 0.48% 4.81% 0.29% 0.68% -33.23% 11.73% 90 days 2306 67.5% 3.18% 2.00% 7.87% 1.68% 2.32% -33.95% 24.76% 180 days 2306 76.5% 6.97% 5.30% 11.64% 4.82% 5.77% -46.98% 37.23% 365 days 2306 81.0% 15.35% 12.26% 17.82% 11.53% 12.99% -55.79% 56.82% ======================================================================================================================== ES - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -2.67% Similar historical periods found: 888 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 888 57.5% 0.51% 0.23% 2.72% 0.05% 0.41% -15.81% 7.06% 14 days 888 60.0% 1.12% 0.27% 3.91% 0.01% 0.52% -18.56% 9.09% 30 days 888 60.6% 1.47% 0.46% 5.37% 0.11% 0.82% -15.98% 11.66% 90 days 888 66.1% 4.67% 1.96% 10.66% 1.26% 2.66% -39.71% 24.50% 180 days 888 71.2% 7.75% 4.01% 15.58% 2.99% 5.04% -47.39% 37.23% 365 days 888 76.9% 14.85% 9.88% 20.68% 8.52% 11.24% -50.29% 51.82% ======================================================================================================================== Chart 5: PL=F (R² = 0.9050)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $1.3K +30d (1m): $1.7K ($1.6K - $1.9K) +60d (2m): $2.4K ($2.1K - $2.6K) Confidence: 90.5% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== PL - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 31.21% Similar historical periods found: 45 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 45 28.9% -3.65% -2.54% 6.48% -4.48% -0.59% -14.78% 21.61% 14 days 45 48.9% -0.33% -0.43% 7.53% -2.69% 1.84% -13.68% 24.18% 30 days 45 62.2% 0.79% 1.55% 7.56% -0.72% 3.82% -14.14% 15.53% 90 days 45 71.1% 14.94% 1.66% 31.75% -7.88% 11.20% -55.04% 38.49% 180 days 45 73.3% 12.98% 11.04% 25.62% 3.34% 18.73% -31.73% 53.86% 365 days 45 57.8% 18.18% 16.04% 29.82% 7.08% 25.00% -21.38% 65.82% ======================================================================================================================== PL - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 25.73% Similar historical periods found: 550 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 550 52.2% 0.22% 0.10% 6.77% -0.47% 0.67% -45.68% 55.06% 14 days 550 51.5% 0.35% 0.57% 9.22% -0.20% 1.34% -48.87% 49.61% 30 days 550 55.8% 1.01% 0.55% 10.35% -0.32% 1.41% -57.80% 33.00% 90 days 550 58.2% 1.90% 1.92% 14.15% 0.74% 3.11% -53.70% 82.35% 180 days 550 62.4% 5.58% 7.73% 17.15% 6.29% 9.17% -28.10% 71.57% 365 days 550 58.7% 6.83% 6.90% 21.25% 5.12% 8.68% -31.50% 56.47% ======================================================================================================================== Chart 6: NQ=F (R² = 0.9023)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $21.5K +30d (1m): $23.8K ($20.8K - $27.2K) +60d (2m): $24.5K ($21.4K - $28.0K) +90d (3m): $25.2K ($22.0K - $28.9K) 90-day outlook: 📈 Bullish Trend (+17.4%) Confidence: 90.2% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== NQ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.63% Similar historical periods found: 1763 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1763 58.0% 0.48% 0.20% 2.85% 0.06% 0.33% -14.01% 12.94% 14 days 1763 59.6% 0.84% 0.42% 4.03% 0.23% 0.61% -23.71% 21.04% 30 days 1763 62.1% 1.88% 1.04% 6.47% 0.74% 1.34% -34.30% 24.01% 90 days 1763 72.2% 4.58% 3.73% 10.01% 3.26% 4.20% -39.74% 41.76% 180 days 1763 77.8% 11.71% 9.68% 15.40% 8.96% 10.40% -53.44% 52.32% 365 days 1763 83.7% 21.00% 20.48% 24.78% 19.32% 21.63% -64.11% 74.13% ======================================================================================================================== NQ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -1.66% Similar historical periods found: 564 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 564 58.7% 0.54% 0.38% 3.48% 0.09% 0.67% -9.28% 13.78% 14 days 564 62.6% 1.41% 0.92% 4.42% 0.56% 1.29% -15.10% 11.34% 30 days 564 66.0% 2.53% 1.43% 7.09% 0.84% 2.02% -33.30% 16.11% 90 days 564 75.7% 6.50% 5.30% 11.92% 4.32% 6.29% -40.30% 38.67% 180 days 564 87.1% 12.37% 11.43% 16.50% 10.07% 12.80% -46.96% 54.85% 365 days 564 90.2% 23.57% 25.34% 22.04% 23.51% 27.16% -39.28% 93.99% ======================================================================================================================== Chart 7: CC=F (R² = 0.8842)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $8.8K +30d (1m): $13.4K ($9.1K - $19.6K) +60d (2m): $14.4K ($9.8K - $21.1K) +90d (3m): $15.5K ($10.6K - $22.8K) 90-day outlook: 📈 Bullish Trend (+77.4%) Confidence: 88.4% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -4.53% Similar historical periods found: 1179 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1179 53.0% 0.39% 0.53% 5.02% 0.24% 0.81% -14.97% 29.15% 14 days 1179 56.2% 1.01% 0.94% 6.85% 0.55% 1.33% -21.96% 26.66% 30 days 1179 55.2% 0.96% 1.15% 9.05% 0.64% 1.67% -26.92% 45.35% 90 days 1179 55.9% 3.17% 3.25% 15.34% 2.38% 4.13% -33.70% 91.97% 180 days 1179 64.2% 6.02% 8.19% 23.31% 6.86% 9.52% -40.71% 157.70% 365 days 1179 70.3% 10.06% 22.59% 51.86% 19.63% 25.55% -42.53% 377.89% ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -12.57% Similar historical periods found: 914 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 914 54.7% 0.59% 0.62% 4.81% 0.31% 0.93% -16.95% 15.24% 14 days 914 59.4% 1.36% 1.41% 6.79% 0.97% 1.86% -21.96% 31.24% 30 days 914 60.9% 1.92% 1.98% 9.62% 1.35% 2.60% -29.75% 56.68% 90 days 914 61.9% 3.78% 4.52% 15.37% 3.52% 5.51% -33.61% 53.77% 180 days 914 72.1% 9.16% 9.65% 22.03% 8.22% 11.08% -35.14% 82.07% 365 days 914 66.3% 7.35% 19.73% 42.86% 16.95% 22.51% -37.08% 226.75% ======================================================================================================================== Chart 8: LE=F (R² = 0.8816)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $211.77 +30d (1m): $226.15 ($217.40 - $235.24) +60d (2m): $233.25 ($224.16 - $242.71) +90d (3m): $240.58 ($231.12 - $250.43) 90-day outlook: 📈 Bullish Trend (+13.6%) Confidence: 88.2% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== LE - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -0.89% Similar historical periods found: 1560 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1560 54.4% 0.26% 0.13% 3.08% -0.02% 0.29% -14.16% 11.18% 14 days 1560 54.2% 0.44% 0.08% 4.24% -0.13% 0.29% -16.89% 14.95% 30 days 1560 56.1% 0.82% 0.15% 6.09% -0.15% 0.46% -24.33% 16.96% 90 days 1560 56.6% 1.87% 1.58% 9.82% 1.09% 2.06% -22.69% 35.01% 180 days 1560 62.9% 2.95% 3.16% 11.26% 2.61% 3.72% -24.24% 32.90% 365 days 1560 62.1% 7.92% 7.31% 17.01% 6.47% 8.15% -36.72% 60.54% ======================================================================================================================== LE - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 5.48% Similar historical periods found: 1265 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1265 55.8% 0.36% 0.18% 3.07% 0.01% 0.35% -14.61% 11.18% 14 days 1265 58.3% 0.73% 0.40% 4.13% 0.17% 0.63% -20.15% 14.14% 30 days 1265 63.3% 1.64% 0.92% 5.53% 0.62% 1.23% -28.35% 16.51% 90 days 1265 57.9% 1.92% 1.65% 9.04% 1.15% 2.15% -23.33% 34.89% 180 days 1265 64.6% 3.39% 3.51% 9.97% 2.96% 4.06% -27.64% 38.65% 365 days 1265 63.6% 7.96% 7.56% 16.95% 6.62% 8.49% -36.64% 46.86% ======================================================================================================================== Chart 9: YM=F (R² = 0.8793)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $41.8K +30d (1m): $45.2K ($41.8K - $48.8K) +60d (2m): $45.8K ($42.4K - $49.6K) +90d (3m): $46.5K ($43.0K - $50.3K) 90-day outlook: 📈 Bullish Trend (+11.3%) Confidence: 87.9% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== YM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.41% Similar historical periods found: 2282 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 2282 56.5% 0.29% 0.07% 2.16% -0.02% 0.15% -13.54% 7.39% 14 days 2282 58.9% 0.60% 0.14% 3.13% 0.01% 0.27% -27.25% 9.96% 30 days 2282 59.7% 1.13% 0.33% 5.05% 0.12% 0.54% -36.31% 12.45% 90 days 2282 69.1% 2.67% 2.29% 7.49% 1.98% 2.60% -33.12% 23.44% 180 days 2282 74.5% 6.29% 5.11% 10.63% 4.67% 5.54% -40.60% 38.31% 365 days 2282 82.3% 13.01% 10.81% 14.90% 10.20% 11.43% -51.68% 47.14% ======================================================================================================================== YM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.25% Similar historical periods found: 631 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 631 63.2% 1.19% 0.61% 3.14% 0.37% 0.86% -19.50% 7.40% 14 days 631 71.5% 2.32% 1.37% 3.98% 1.06% 1.68% -28.53% 8.73% 30 days 631 66.2% 2.40% 1.80% 5.20% 1.39% 2.21% -28.43% 15.12% 90 days 631 69.4% 4.18% 2.73% 10.47% 1.91% 3.55% -33.19% 23.38% 180 days 631 79.4% 6.53% 4.34% 16.71% 3.03% 5.64% -44.14% 40.35% 365 days 631 81.6% 17.04% 12.07% 18.03% 10.66% 13.48% -38.40% 40.63% ======================================================================================================================== Chart 10: SI=F (R² = 0.8724)
📊 PRICE PROJECTIONS (Linear Regression - 30 days): Current: $36.35 +30d (1m): $43.50 ($41.36 - $45.76) +60d (2m): $51.12 ($47.75 - $54.73) Confidence: 87.2% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== SI - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 11.75% Similar historical periods found: 980 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 980 53.9% 0.40% 0.59% 5.33% 0.26% 0.93% -19.10% 25.54% 14 days 980 51.1% 0.25% 0.99% 7.38% 0.52% 1.45% -19.19% 44.21% 30 days 980 46.3% -0.65% 1.40% 11.30% 0.70% 2.11% -30.30% 62.29% 90 days 980 53.0% 1.21% 4.97% 19.58% 3.75% 6.20% -51.83% 77.59% 180 days 980 57.6% 4.23% 7.94% 25.10% 6.37% 9.52% -48.01% 91.18% 365 days 980 64.4% 17.21% 20.94% 38.12% 18.55% 23.33% -42.54% 164.19% ======================================================================================================================== SI - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.23% Similar historical periods found: 812 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 812 51.4% 0.15% 0.43% 5.36% 0.06% 0.80% -25.74% 25.54% 14 days 812 54.1% 0.80% 1.03% 7.73% 0.50% 1.56% -26.38% 44.21% 30 days 812 50.5% 0.11% 2.33% 9.88% 1.65% 3.01% -19.67% 43.64% 90 days 812 53.6% 1.51% 4.46% 18.55% 3.18% 5.74% -37.70% 69.75% 180 days 812 57.5% 4.60% 7.78% 25.27% 6.04% 9.53% -44.92% 143.47% 365 days 812 69.7% 24.13% 23.25% 37.56% 20.67% 25.84% -45.14% 145.60% ======================================================================================================================== Chart 11: HE=F (R² = 0.8692) Error plotting HE=F: index 149 is out of bounds for axis 0 with size 120 Chart 12: ZS=F (R² = 0.8690)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $1.1K +30d (1m): $940.96 ($838.60 - $1.1K) +60d (2m): $921.52 ($821.24 - $1.0K) +90d (3m): $902.48 ($804.23 - $1.0K) 90-day outlook: 📉 Bearish Trend (-15.4%) Confidence: 86.9% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== ZS - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.09% Similar historical periods found: 1516 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1516 51.3% 0.10% 0.11% 3.70% -0.07% 0.30% -17.51% 15.05% 14 days 1516 51.9% 0.17% 0.30% 5.40% 0.03% 0.57% -29.57% 18.87% 30 days 1516 52.9% 0.46% 0.97% 7.47% 0.59% 1.35% -30.16% 27.90% 90 days 1516 53.8% 1.16% 2.35% 15.67% 1.56% 3.13% -47.51% 52.68% 180 days 1516 47.8% -1.17% 5.33% 23.85% 4.13% 6.53% -50.70% 84.55% 365 days 1516 57.1% 4.22% 10.40% 32.61% 8.76% 12.05% -46.28% 140.46% ======================================================================================================================== ZS - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 1.64% Similar historical periods found: 826 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 826 46.9% -0.29% -0.33% 3.93% -0.60% -0.06% -27.25% 15.05% 14 days 826 50.7% 0.08% -0.47% 6.00% -0.88% -0.06% -36.02% 18.45% 30 days 826 51.2% 0.39% -0.10% 8.58% -0.69% 0.49% -38.74% 25.76% 90 days 826 45.6% -1.45% 0.65% 14.87% -0.37% 1.67% -46.22% 40.18% 180 days 826 51.6% 0.57% 4.88% 19.91% 3.52% 6.24% -40.18% 82.54% 365 days 826 59.8% 5.57% 14.87% 35.59% 12.44% 17.30% -39.46% 131.32% ======================================================================================================================== Chart 13: SB=F (R² = 0.8469) Error plotting SB=F: index 149 is out of bounds for axis 0 with size 120 Chart 14: PA=F (R² = 0.7882)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $1.1K +30d (1m): $764.94 ($593.13 - $986.52) +60d (2m): $738.97 ($572.94 - $953.12) +90d (3m): $713.89 ($553.44 - $920.85) 90-day outlook: 📉 Bearish Trend (-32.2%) Confidence: 78.8% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.58% Similar historical periods found: 1147 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1147 56.1% 0.68% 0.73% 7.16% 0.32% 1.15% -37.91% 63.56% 14 days 1147 60.9% 1.23% 1.62% 8.34% 1.14% 2.11% -36.40% 48.60% 30 days 1147 61.5% 2.86% 3.67% 12.03% 2.97% 4.36% -51.61% 61.45% 90 days 1147 60.3% 4.99% 8.67% 23.69% 7.30% 10.04% -60.83% 90.79% 180 days 1147 60.2% 10.10% 11.79% 36.46% 9.68% 13.90% -69.79% 144.06% 365 days 1147 63.8% 17.45% 27.93% 60.65% 24.41% 31.44% -70.21% 287.61% ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 5.39% Similar historical periods found: 582 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 582 54.8% 0.68% 1.43% 7.79% 0.80% 2.07% -15.25% 63.56% 14 days 582 56.7% 1.20% 1.82% 8.93% 1.09% 2.54% -17.97% 62.44% 30 days 582 56.4% 1.50% 3.60% 11.86% 2.63% 4.56% -29.07% 54.23% 90 days 582 68.4% 11.22% 7.95% 20.98% 6.24% 9.66% -51.61% 88.48% 180 days 582 63.2% 7.60% 13.42% 37.03% 10.40% 16.43% -58.85% 145.54% 365 days 582 60.1% 12.21% 22.42% 54.45% 17.99% 26.86% -61.78% 283.16% ======================================================================================================================== Chart 15: OJ=F (R² = 0.7762)
📊 PRICE PROJECTIONS (Linear Regression - 180 days): Current: $237.60 +30d (1m): $201.31 ($151.25 - $267.93) +60d (2m): $172.73 ($129.49 - $230.42) +90d (3m): $148.21 ($110.80 - $198.26) 90-day outlook: 📉 Bearish Trend (-37.6%) Confidence: 77.6% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== OJ - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -15.95% Similar historical periods found: 523 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 523 55.4% 0.87% 1.36% 6.31% 0.81% 1.90% -14.39% 27.18% 14 days 523 61.2% 2.15% 3.13% 9.22% 2.34% 3.92% -17.18% 39.60% 30 days 523 51.8% 0.49% 2.44% 13.71% 1.26% 3.62% -35.60% 49.63% 90 days 523 56.6% 3.09% 3.66% 20.40% 1.91% 5.41% -40.80% 62.82% 180 days 523 50.3% 0.34% 7.21% 31.78% 4.48% 9.93% -42.90% 105.21% 365 days 523 56.4% 5.12% 21.19% 51.02% 16.80% 25.57% -54.19% 138.61% ======================================================================================================================== OJ - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -43.86% Similar historical periods found: 91 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 91 56.0% 2.14% 1.43% 6.35% 0.11% 2.75% -13.45% 12.78% 14 days 91 70.3% 3.42% 3.33% 8.49% 1.56% 5.09% -15.80% 27.32% 30 days 91 56.0% 0.85% 3.68% 10.36% 1.52% 5.84% -17.86% 27.45% 90 days 91 70.3% 3.83% 4.95% 10.03% 2.86% 7.04% -14.61% 37.49% 180 days 91 80.2% 14.05% 15.11% 16.62% 11.65% 18.57% -16.70% 51.20% 365 days 91 79.1% 20.47% 21.04% 41.68% 12.36% 29.72% -46.77% 108.83% ======================================================================================================================== ======================================================================================================================== 🟢 TOP 2 FUTURES INSTRUMENTS - UNDERVALUED OPPORTUNITIES ======================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Window ------------------------------------------------------------------------------------------------------------------------ 1 CC=F 29.6% 0.884221 86.5% $8.8K 42.0% 750 d 2 KC=F 20.2% 0.931899 70.1% $319.70 25.3% 500 d 📊 DISPLAYING ALL 2 UNDERVALUED FUTURES OPPORTUNITY CHARTS: -------------------------------------------------------------------------------- Chart 1: CC=F (Undervalued by 29.6%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $8.8K +30d (1m): $13.4K ($9.1K - $19.6K) +60d (2m): $14.4K ($9.8K - $21.1K) +90d (3m): $15.5K ($10.6K - $22.8K) 90-day outlook: 📈 Bullish Trend (+77.4%) Confidence: 88.4% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -4.53% Similar historical periods found: 1179 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1179 53.0% 0.39% 0.53% 5.02% 0.24% 0.81% -14.97% 29.15% 14 days 1179 56.2% 1.01% 0.94% 6.85% 0.55% 1.33% -21.96% 26.66% 30 days 1179 55.2% 0.96% 1.15% 9.05% 0.64% 1.67% -26.92% 45.35% 90 days 1179 55.9% 3.17% 3.25% 15.34% 2.38% 4.13% -33.70% 91.97% 180 days 1179 64.2% 6.02% 8.19% 23.31% 6.86% 9.52% -40.71% 157.70% 365 days 1179 70.3% 10.06% 22.59% 51.86% 19.63% 25.55% -42.53% 377.89% ======================================================================================================================== CC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -12.57% Similar historical periods found: 914 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 914 54.7% 0.59% 0.62% 4.81% 0.31% 0.93% -16.95% 15.24% 14 days 914 59.4% 1.36% 1.41% 6.79% 0.97% 1.86% -21.96% 31.24% 30 days 914 60.9% 1.92% 1.98% 9.62% 1.35% 2.60% -29.75% 56.68% 90 days 914 61.9% 3.78% 4.52% 15.37% 3.52% 5.51% -33.61% 53.77% 180 days 914 72.1% 9.16% 9.65% 22.03% 8.22% 11.08% -35.14% 82.07% 365 days 914 66.3% 7.35% 19.73% 42.86% 16.95% 22.51% -37.08% 226.75% ======================================================================================================================== Chart 2: KC=F (Undervalued by 20.2%)
📊 PRICE PROJECTIONS (Linear Regression - 500 days): Current: $319.70 +30d (1m): $426.63 ($362.69 - $501.85) +60d (2m): $454.49 ($386.31 - $534.69) +90d (3m): $484.16 ($411.47 - $569.68) 90-day outlook: 📈 Bullish Trend (+51.4%) Confidence: 93.2% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -20.29% Similar historical periods found: 306 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 306 52.0% 0.41% 0.92% 6.01% 0.24% 1.59% -15.07% 44.18% 14 days 306 59.8% 1.51% 1.45% 6.70% 0.70% 2.21% -14.86% 21.58% 30 days 306 56.5% 0.83% 1.66% 8.08% 0.75% 2.57% -19.09% 29.30% 90 days 306 39.2% -3.09% 1.42% 14.11% -0.16% 3.01% -29.41% 44.35% 180 days 306 38.6% -6.15% -0.33% 24.21% -3.05% 2.40% -33.73% 84.12% 365 days 306 65.7% 13.98% 17.34% 42.98% 12.50% 22.17% -52.39% 121.41% ======================================================================================================================== KC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -20.93% Similar historical periods found: 911 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 911 49.0% -0.15% 0.33% 5.19% -0.01% 0.66% -14.37% 44.18% 14 days 911 47.0% -0.30% 0.39% 6.92% -0.06% 0.84% -20.80% 33.68% 30 days 911 43.8% -1.50% 0.19% 9.06% -0.40% 0.78% -19.84% 26.10% 90 days 911 46.9% -1.36% 0.97% 15.58% -0.04% 1.99% -28.90% 82.36% 180 days 911 43.7% -5.47% -0.21% 24.70% -1.81% 1.40% -38.00% 84.86% 365 days 911 66.3% 18.98% 14.94% 47.52% 11.85% 18.03% -54.80% 190.76% ======================================================================================================================== ======================================================================================================================== 🔴 TOP 3 FUTURES INSTRUMENTS - OVERVALUED WARNINGS ======================================================================================================================== Rank Symbol Over% R² Growth% Price Risk% Window ------------------------------------------------------------------------------------------------------------------------ 1 PA=F 32.9% 0.788222 -25.2% $1.1K 24.8% 750 d 2 ZW=F 18.4% 0.742019 -14.4% $589.50 15.6% 750 d 3 ZS=F 11.0% 0.869047 -16.1% $1.1K 9.9% 750 d 📊 DISPLAYING ALL 3 OVERVALUED FUTURES WARNING CHARTS: -------------------------------------------------------------------------------- Chart 1: PA=F (Overvalued by 32.9%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $1.1K +30d (1m): $764.94 ($593.13 - $986.52) +60d (2m): $738.97 ($572.94 - $953.12) +90d (3m): $713.89 ($553.44 - $920.85) 90-day outlook: 📉 Bearish Trend (-32.2%) Confidence: 78.8% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.58% Similar historical periods found: 1147 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1147 56.1% 0.68% 0.73% 7.16% 0.32% 1.15% -37.91% 63.56% 14 days 1147 60.9% 1.23% 1.62% 8.34% 1.14% 2.11% -36.40% 48.60% 30 days 1147 61.5% 2.86% 3.67% 12.03% 2.97% 4.36% -51.61% 61.45% 90 days 1147 60.3% 4.99% 8.67% 23.69% 7.30% 10.04% -60.83% 90.79% 180 days 1147 60.2% 10.10% 11.79% 36.46% 9.68% 13.90% -69.79% 144.06% 365 days 1147 63.8% 17.45% 27.93% 60.65% 24.41% 31.44% -70.21% 287.61% ======================================================================================================================== PA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 5.39% Similar historical periods found: 582 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 582 54.8% 0.68% 1.43% 7.79% 0.80% 2.07% -15.25% 63.56% 14 days 582 56.7% 1.20% 1.82% 8.93% 1.09% 2.54% -17.97% 62.44% 30 days 582 56.4% 1.50% 3.60% 11.86% 2.63% 4.56% -29.07% 54.23% 90 days 582 68.4% 11.22% 7.95% 20.98% 6.24% 9.66% -51.61% 88.48% 180 days 582 63.2% 7.60% 13.42% 37.03% 10.40% 16.43% -58.85% 145.54% 365 days 582 60.1% 12.21% 22.42% 54.45% 17.99% 26.86% -61.78% 283.16% ======================================================================================================================== Chart 2: ZW=F (Overvalued by 18.4%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $589.50 +30d (1m): $488.62 ($418.49 - $570.49) +60d (2m): $479.67 ($410.81 - $560.07) +90d (3m): $470.88 ($403.26 - $549.84) 90-day outlook: 📉 Bearish Trend (-20.1%) Confidence: 74.2% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== ZW - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 13.58% Similar historical periods found: 775 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 775 46.6% -0.38% 0.18% 6.29% -0.26% 0.63% -17.05% 53.88% 14 days 775 43.9% -1.52% -0.16% 8.21% -0.74% 0.42% -21.18% 31.76% 30 days 775 37.2% -2.96% -1.20% 11.28% -1.99% -0.40% -33.88% 41.74% 90 days 775 46.8% -0.98% 0.63% 18.44% -0.67% 1.93% -42.89% 89.46% 180 days 775 47.4% -1.57% 0.29% 24.03% -1.40% 1.98% -52.77% 130.22% 365 days 775 50.8% 0.75% 7.94% 38.37% 5.24% 10.65% -56.04% 192.28% ======================================================================================================================== ZW - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 1.16% Similar historical periods found: 709 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 709 50.9% 0.15% 0.58% 4.80% 0.22% 0.93% -17.05% 21.00% 14 days 709 51.1% 0.23% 1.03% 7.34% 0.48% 1.57% -21.18% 67.08% 30 days 709 53.0% 0.74% 1.26% 9.40% 0.56% 1.95% -28.64% 46.98% 90 days 709 60.1% 2.29% 4.04% 15.65% 2.88% 5.19% -32.60% 99.90% 180 days 709 61.2% 4.21% 7.04% 20.73% 5.51% 8.56% -35.30% 129.38% 365 days 709 71.8% 15.38% 18.11% 32.09% 15.75% 20.48% -47.73% 192.28% ======================================================================================================================== Chart 3: ZS=F (Overvalued by 11.0%)
📊 PRICE PROJECTIONS (Linear Regression - 750 days): Current: $1.1K +30d (1m): $940.96 ($838.60 - $1.1K) +60d (2m): $921.52 ($821.24 - $1.0K) +90d (3m): $902.48 ($804.23 - $1.0K) 90-day outlook: 📉 Bearish Trend (-15.4%) Confidence: 86.9% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== ZS - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 3.09% Similar historical periods found: 1516 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1516 51.3% 0.10% 0.11% 3.70% -0.07% 0.30% -17.51% 15.05% 14 days 1516 51.9% 0.17% 0.30% 5.40% 0.03% 0.57% -29.57% 18.87% 30 days 1516 52.9% 0.46% 0.97% 7.47% 0.59% 1.35% -30.16% 27.90% 90 days 1516 53.8% 1.16% 2.35% 15.67% 1.56% 3.13% -47.51% 52.68% 180 days 1516 47.8% -1.17% 5.33% 23.85% 4.13% 6.53% -50.70% 84.55% 365 days 1516 57.1% 4.22% 10.40% 32.61% 8.76% 12.05% -46.28% 140.46% ======================================================================================================================== ZS - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 1.64% Similar historical periods found: 826 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 826 46.9% -0.29% -0.33% 3.93% -0.60% -0.06% -27.25% 15.05% 14 days 826 50.7% 0.08% -0.47% 6.00% -0.88% -0.06% -36.02% 18.45% 30 days 826 51.2% 0.39% -0.10% 8.58% -0.69% 0.49% -38.74% 25.76% 90 days 826 45.6% -1.45% 0.65% 14.87% -0.37% 1.67% -46.22% 40.18% 180 days 826 51.6% 0.57% 4.88% 19.91% 3.52% 6.24% -40.18% 82.54% 365 days 826 59.8% 5.57% 14.87% 35.59% 12.44% 17.30% -39.46% 131.32% ======================================================================================================================== FUTURES STATISTICS: ------------------------------------------------------------ Total futures instruments analyzed: 29 Average R-squared: 0.7548 Best R-squared: 0.954565 Average annual growth: 78.0% Valuation breakdown: 🟡 FAIR_VALUE: 11 (37.9%) - Hold/Monitor 🔴 OVERVALUED: 3 (10.3%) - Sell Warnings 🟢 UNDERVALUED: 2 (6.9%) - Buy Opportunities Optimal window distribution: 30 days: 4 instruments (13.8%) 60 days: 2 instruments (6.9%) 120 days: 3 instruments (10.3%) 180 days: 2 instruments (6.9%) 250 days: 1 instruments (3.4%) 📊 FUTURES TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 2 🔴 High-quality overvalued warnings: 3 📈 Top trend performers displayed: 15 💡 Consider buying undervalued futuress with strong trends ⚠️ Consider reducing overvalued futures positions ======================================================================================================================== 🔥 TOP 15 STOCK INSTRUMENTS - BEST TREND ANALYSIS ======================================================================================================================== Rank Symbol R² Window Growth% Price Valuation Deviation% ------------------------------------------------------------------------------------------------------------------------ 1 T 0.959294 504 d 51.9% $27.66 🟡 FAIR -0.8% 2 NFLX 0.943460 504 d 75.2% $1.2K 🟡 FAIR 7.5% 3 PM 0.941049 378 d 68.7% $182.61 🟡 FAIR 6.3% 4 BRK-B 0.936763 504 d 25.6% $485.14 🟡 FAIR -7.7% 5 JPM 0.934394 504 d 44.2% $273.96 🟡 FAIR -1.4% 6 IBM 0.932707 504 d 46.9% $283.21 🟡 FAIR 5.4% 7 MRK 0.928794 252 d -39.2% $79.29 🟡 FAIR 4.5% 8 WMT 0.926609 504 d 50.2% $95.09 🟡 FAIR -7.2% 9 COST 0.924988 504 d 47.3% $974.90 🟢 UNDER -13.3% 10 MSFT 0.921972 21 d 118.0% $480.24 🟡 FAIR -0.1% 11 AVGO 0.905013 504 d 76.9% $251.26 🟡 FAIR 2.0% 12 MA 0.897514 504 d 23.2% $538.73 🟡 FAIR -5.9% 13 RTX 0.897475 42 d 211.0% $145.87 🟡 FAIR 0.2% 14 V 0.892876 252 d 44.9% $340.38 🟡 FAIR -8.2% 15 NVDA 0.890012 42 d 930.9% $145.48 🟡 FAIR -5.2% 📊 DISPLAYING ALL 15 STOCK TREND LEADER CHARTS: -------------------------------------------------------------------------------- Chart 1: T (R² = 0.9593)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $27.66 +30d (1m): $29.30 ($26.56 - $32.32) +60d (2m): $30.79 ($27.91 - $33.97) +90d (3m): $32.36 ($29.33 - $35.70) 90-day outlook: 📈 Bullish Trend (+17.0%) Confidence: 95.9% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== T - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.78% Similar historical periods found: 2402 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 2402 54.6% 0.34% 0.49% 3.52% 0.34% 0.63% -14.30% 16.63% 14 days 2402 56.9% 0.79% 0.95% 4.97% 0.75% 1.15% -26.43% 23.13% 30 days 2402 59.0% 1.58% 1.32% 6.69% 1.05% 1.58% -30.38% 28.96% 90 days 2402 67.1% 4.68% 4.35% 11.09% 3.90% 4.79% -41.80% 44.75% 180 days 2402 73.2% 7.47% 9.16% 16.54% 8.50% 9.82% -41.78% 59.21% 365 days 2402 77.6% 17.67% 22.12% 28.54% 20.98% 23.26% -49.85% 114.78% ======================================================================================================================== T - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 13.91% Similar historical periods found: 2495 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 2495 57.8% 0.58% 0.44% 3.30% 0.31% 0.57% -18.13% 14.88% 14 days 2495 59.9% 1.15% 0.87% 4.57% 0.69% 1.05% -18.80% 21.25% 30 days 2495 63.2% 2.49% 1.87% 6.38% 1.62% 2.12% -27.97% 21.74% 90 days 2495 66.3% 6.33% 5.68% 11.55% 5.23% 6.14% -39.56% 38.06% 180 days 2495 73.7% 11.28% 11.47% 16.60% 10.82% 12.12% -39.18% 55.60% 365 days 2495 80.0% 18.38% 22.09% 26.75% 21.04% 23.14% -56.36% 111.80% ======================================================================================================================== Chart 2: NFLX (R² = 0.9435)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $1.2K +30d (1m): $1.2K ($1.0K - $1.4K) +60d (2m): $1.3K ($1.1K - $1.5K) +90d (3m): $1.4K ($1.2K - $1.6K) 90-day outlook: 📈 Bullish Trend (+13.7%) Confidence: 94.3% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== NFLX - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.44% Similar historical periods found: 936 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 936 55.9% 0.74% 0.76% 7.82% 0.26% 1.26% -40.75% 27.03% 14 days 936 57.7% 1.68% 1.71% 11.37% 0.98% 2.44% -50.34% 46.29% 30 days 936 64.1% 5.62% 5.30% 16.30% 4.25% 6.34% -53.55% 53.66% 90 days 936 65.3% 12.24% 13.50% 38.25% 11.04% 15.95% -77.31% 207.22% 180 days 936 69.0% 24.62% 32.00% 63.71% 27.91% 36.08% -73.29% 345.64% 365 days 936 66.8% 46.16% 64.64% 116.97% 57.14% 72.15% -76.04% 697.93% ======================================================================================================================== NFLX - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 20.55% Similar historical periods found: 761 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 761 59.3% 1.76% 2.26% 7.86% 1.70% 2.82% -23.80% 32.73% 14 days 761 64.5% 3.78% 4.54% 10.50% 3.79% 5.29% -22.09% 41.63% 30 days 761 69.5% 7.06% 7.61% 16.25% 6.45% 8.76% -40.50% 65.13% 90 days 761 67.0% 15.09% 15.59% 37.83% 12.90% 18.28% -74.83% 154.52% 180 days 761 66.9% 33.38% 34.87% 68.37% 30.00% 39.73% -72.13% 347.47% 365 days 761 75.4% 70.39% 85.75% 114.73% 77.59% 93.92% -77.46% 469.13% ======================================================================================================================== Chart 3: PM (R² = 0.9410)
📊 PRICE PROJECTIONS (Linear Regression - 378 days): Current: $182.61 +30d (1m): $182.78 ($163.37 - $204.49) +60d (2m): $194.53 ($173.84 - $217.67) +90d (3m): $207.03 ($184.98 - $231.70) 90-day outlook: 📈 Bullish Trend (+13.4%) Confidence: 94.1% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== PM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 4.90% Similar historical periods found: 1129 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1129 53.4% 0.22% 0.06% 3.10% -0.12% 0.25% -15.56% 8.88% 14 days 1129 53.4% 0.47% 0.14% 4.41% -0.12% 0.40% -19.34% 16.08% 30 days 1129 51.6% 0.31% 0.08% 7.25% -0.34% 0.51% -27.19% 20.96% 90 days 1129 53.1% 0.85% 1.04% 11.20% 0.39% 1.70% -30.57% 33.98% 180 days 1129 64.6% 3.90% 6.08% 14.58% 5.23% 6.94% -31.92% 44.24% 365 days 1129 75.8% 12.93% 17.11% 21.26% 15.87% 18.36% -27.09% 70.72% ======================================================================================================================== PM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 27.57% Similar historical periods found: 303 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 303 63.4% 0.72% 0.50% 2.88% 0.17% 0.82% -10.06% 7.88% 14 days 303 60.7% 1.14% 1.02% 3.94% 0.57% 1.46% -10.75% 10.58% 30 days 303 66.3% 2.57% 2.51% 5.28% 1.91% 3.10% -13.95% 13.15% 90 days 303 72.9% 5.00% 3.31% 8.42% 2.36% 4.26% -21.09% 21.00% 180 days 303 69.3% 6.30% 7.14% 11.39% 5.85% 8.42% -13.19% 30.03% 365 days 303 73.9% 19.23% 17.11% 26.94% 14.07% 20.16% -28.08% 65.31% ======================================================================================================================== Chart 4: BRK-B (R² = 0.9368)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $485.14 +30d (1m): $540.31 ($505.01 - $578.07) +60d (2m): $555.18 ($518.89 - $594.02) +90d (3m): $570.47 ($533.14 - $610.41) 90-day outlook: 📈 Bullish Trend (+17.6%) Confidence: 93.7% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== BRK-B - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -5.31% Similar historical periods found: 1284 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1284 55.2% 0.31% 0.34% 3.72% 0.14% 0.54% -18.48% 18.94% 14 days 1284 56.9% 0.73% 0.85% 5.26% 0.56% 1.13% -25.32% 21.07% 30 days 1284 63.5% 2.12% 2.01% 7.04% 1.63% 2.40% -22.91% 26.34% 90 days 1284 66.0% 4.57% 3.99% 11.09% 3.38% 4.59% -37.33% 52.60% 180 days 1284 72.7% 6.75% 7.76% 17.71% 6.80% 8.73% -45.33% 76.83% 365 days 1284 81.6% 15.43% 17.88% 22.01% 16.67% 19.08% -39.29% 94.01% ======================================================================================================================== BRK-B - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 2.62% Similar historical periods found: 1443 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1443 57.9% 0.40% 0.52% 2.89% 0.38% 0.67% -15.52% 18.94% 14 days 1443 62.3% 0.90% 0.95% 4.01% 0.74% 1.15% -21.86% 21.07% 30 days 1443 66.7% 1.89% 2.09% 5.49% 1.81% 2.38% -19.63% 26.34% 90 days 1443 76.4% 5.98% 6.18% 10.44% 5.64% 6.72% -29.55% 54.28% 180 days 1443 75.4% 11.31% 10.50% 14.13% 9.77% 11.23% -36.08% 80.82% 365 days 1443 87.5% 20.68% 21.81% 22.59% 20.64% 22.98% -31.70% 135.89% ======================================================================================================================== Chart 5: JPM (R² = 0.9344)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $273.96 +30d (1m): $290.18 ($259.82 - $324.08) +60d (2m): $303.10 ($271.36 - $338.54) +90d (3m): $316.59 ($283.42 - $353.65) 90-day outlook: 📈 Bullish Trend (+15.6%) Confidence: 93.4% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== JPM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 9.91% Similar historical periods found: 2498 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 2498 53.0% 0.32% 0.33% 4.76% 0.14% 0.52% -16.03% 32.38% 14 days 2498 54.8% 0.70% 0.80% 6.36% 0.56% 1.05% -22.26% 36.79% 30 days 2498 55.9% 1.26% 1.37% 9.59% 1.00% 1.75% -45.44% 72.53% 90 days 2498 57.4% 2.45% 3.37% 17.33% 2.69% 4.05% -57.47% 87.40% 180 days 2498 64.4% 9.52% 9.44% 24.04% 8.50% 10.38% -61.66% 131.14% 365 days 2498 70.4% 16.69% 21.82% 36.92% 20.37% 23.27% -69.00% 233.69% ======================================================================================================================== JPM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -0.06% Similar historical periods found: 1131 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1131 50.9% 0.16% 0.18% 4.70% -0.09% 0.46% -23.01% 24.52% 14 days 1131 53.5% 0.58% 0.31% 6.84% -0.09% 0.71% -36.36% 20.27% 30 days 1131 55.9% 1.10% 1.04% 9.48% 0.49% 1.59% -45.44% 39.60% 90 days 1131 63.8% 6.31% 4.90% 18.31% 3.84% 5.97% -55.61% 69.98% 180 days 1131 63.3% 7.71% 9.12% 23.06% 7.77% 10.46% -55.11% 77.11% 365 days 1131 70.2% 16.75% 19.79% 31.66% 17.95% 21.64% -54.18% 154.16% ======================================================================================================================== Chart 6: IBM (R² = 0.9327)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $283.21 +30d (1m): $281.27 ($250.05 - $316.40) +60d (2m): $294.45 ($261.73 - $331.25) +90d (3m): $308.23 ($273.96 - $346.80) 90-day outlook: 📈 Bullish Trend (+8.8%) Confidence: 93.3% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== IBM - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 14.44% Similar historical periods found: 1841 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1841 54.6% 0.40% 0.38% 3.73% 0.21% 0.55% -16.00% 15.16% 14 days 1841 56.3% 0.68% 0.61% 5.43% 0.36% 0.86% -31.39% 17.17% 30 days 1841 59.2% 1.67% 1.06% 8.24% 0.68% 1.43% -38.51% 29.10% 90 days 1841 66.9% 4.91% 5.39% 13.86% 4.76% 6.02% -35.94% 48.37% 180 days 1841 68.5% 9.57% 11.47% 23.42% 10.40% 12.54% -47.81% 105.19% 365 days 1841 72.7% 15.86% 23.00% 34.78% 21.41% 24.59% -51.01% 129.54% ======================================================================================================================== IBM - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 13.73% Similar historical periods found: 3030 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 3030 52.5% 0.20% 0.14% 3.52% 0.02% 0.27% -19.08% 16.17% 14 days 3030 54.3% 0.50% 0.47% 4.95% 0.29% 0.64% -22.03% 23.18% 30 days 3030 54.1% 0.73% 0.98% 7.54% 0.72% 1.25% -38.51% 38.94% 90 days 3030 56.0% 2.02% 2.40% 14.66% 1.87% 2.92% -42.49% 65.48% 180 days 3030 58.2% 4.09% 5.54% 21.73% 4.77% 6.32% -52.53% 103.48% 365 days 3030 66.9% 11.01% 17.32% 33.29% 16.13% 18.50% -53.76% 145.20% ======================================================================================================================== Chart 7: MRK (R² = 0.9288)
📊 PRICE PROJECTIONS (Linear Regression - 252 days): Current: $79.29 +30d (1m): $71.50 ($66.05 - $77.39) +60d (2m): $67.39 ($62.24 - $72.96) +90d (3m): $63.51 ($58.64 - $68.79) 90-day outlook: 📉 Bearish Trend (-19.9%) Confidence: 92.9% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== MRK - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 1.32% Similar historical periods found: 3755 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 3755 54.5% 0.46% 0.37% 4.02% 0.24% 0.49% -32.68% 15.91% 14 days 3755 55.9% 0.85% 0.59% 5.71% 0.40% 0.77% -32.08% 20.99% 30 days 3755 60.0% 1.89% 1.69% 8.34% 1.42% 1.95% -42.12% 27.48% 90 days 3755 66.9% 5.78% 5.56% 13.78% 5.11% 6.00% -44.35% 53.65% 180 days 3755 70.5% 10.44% 10.81% 20.41% 10.16% 11.47% -48.38% 94.39% 365 days 3755 72.3% 19.81% 22.86% 36.43% 21.70% 24.03% -55.26% 203.73% ======================================================================================================================== MRK - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -7.45% Similar historical periods found: 1972 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1972 53.7% 0.41% 0.32% 4.11% 0.14% 0.50% -18.04% 15.91% 14 days 1972 56.1% 0.79% 0.71% 5.62% 0.46% 0.96% -26.37% 19.15% 30 days 1972 56.2% 1.35% 1.20% 8.07% 0.85% 1.56% -31.23% 24.12% 90 days 1972 66.0% 5.23% 5.10% 13.77% 4.49% 5.71% -38.93% 47.52% 180 days 1972 62.6% 8.73% 8.56% 20.70% 7.64% 9.47% -40.72% 73.47% 365 days 1972 70.2% 22.06% 22.13% 35.58% 20.55% 23.70% -47.96% 134.89% ======================================================================================================================== Chart 8: WMT (R² = 0.9266)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $95.09 +30d (1m): $107.50 ($94.36 - $122.48) +60d (2m): $112.84 ($99.03 - $128.56) +90d (3m): $118.43 ($103.93 - $134.96) 90-day outlook: 📈 Bullish Trend (+24.5%) Confidence: 92.7% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== WMT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -3.28% Similar historical periods found: 2755 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 2755 55.3% 0.48% 0.57% 4.48% 0.40% 0.73% -29.31% 36.71% 14 days 2755 57.8% 0.90% 1.21% 6.22% 0.98% 1.44% -34.11% 36.51% 30 days 2755 62.5% 2.45% 2.83% 9.07% 2.49% 3.17% -43.41% 63.76% 90 days 2755 70.8% 5.79% 7.71% 16.09% 7.11% 8.31% -58.85% 102.47% 180 days 2755 73.8% 10.66% 13.78% 24.04% 12.88% 14.68% -52.94% 148.90% 365 days 2755 76.4% 18.42% 33.59% 50.51% 31.71% 35.48% -52.00% 337.32% ======================================================================================================================== WMT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -5.51% Similar historical periods found: 1675 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1675 56.2% 0.68% 0.64% 4.09% 0.45% 0.84% -24.58% 16.06% 14 days 1675 60.1% 1.21% 1.24% 5.62% 0.97% 1.51% -29.10% 26.62% 30 days 1675 65.7% 2.61% 2.49% 7.86% 2.11% 2.86% -31.15% 47.56% 90 days 1675 69.2% 5.48% 5.95% 13.96% 5.28% 6.62% -50.00% 74.36% 180 days 1675 72.4% 9.29% 12.56% 22.04% 11.50% 13.61% -50.44% 145.23% 365 days 1675 74.6% 13.45% 24.45% 41.52% 22.46% 26.44% -61.41% 300.89% ======================================================================================================================== Chart 9: COST (R² = 0.9250)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $974.90 +30d (1m): $1.2K ($1.0K - $1.3K) +60d (2m): $1.2K ($1.1K - $1.4K) +90d (3m): $1.3K ($1.1K - $1.5K) 90-day outlook: 📈 Bullish Trend (+32.4%) Confidence: 92.5% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== COST - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -3.52% Similar historical periods found: 1824 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1824 56.9% 0.78% 0.72% 4.89% 0.49% 0.94% -41.53% 24.40% 14 days 1824 57.2% 1.19% 1.27% 6.82% 0.96% 1.58% -38.12% 32.76% 30 days 1824 60.9% 2.45% 2.43% 9.57% 1.99% 2.86% -41.85% 33.52% 90 days 1824 70.1% 7.62% 6.89% 15.18% 6.19% 7.59% -47.84% 80.70% 180 days 1824 79.0% 13.82% 13.24% 21.41% 12.26% 14.22% -45.64% 82.79% 365 days 1824 80.0% 25.97% 27.19% 35.33% 25.57% 28.82% -51.26% 189.54% ======================================================================================================================== COST - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.48% Similar historical periods found: 1177 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1177 57.7% 0.86% 0.56% 4.92% 0.28% 0.84% -26.99% 19.60% 14 days 1177 60.8% 1.81% 1.32% 6.88% 0.93% 1.72% -27.10% 28.63% 30 days 1177 68.5% 3.47% 3.34% 9.70% 2.79% 3.90% -37.74% 34.96% 90 days 1177 75.3% 9.86% 8.49% 16.72% 7.54% 9.45% -48.69% 59.02% 180 days 1177 76.5% 14.94% 13.93% 21.90% 12.68% 15.18% -42.11% 82.54% 365 days 1177 79.5% 29.76% 28.35% 31.65% 26.54% 30.16% -44.98% 189.54% ======================================================================================================================== Chart 10: MSFT (R² = 0.9220)
📊 PRICE PROJECTIONS (Linear Regression - 21 days): Current: $480.24 +30d (1m): $527.35 ($516.82 - $538.09) +60d (2m): $578.63 ($560.94 - $596.88) Confidence: 92.2% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== MSFT - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 11.03% Similar historical periods found: 2105 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 2105 57.4% 0.69% 0.82% 4.77% 0.62% 1.03% -36.29% 27.98% 14 days 2105 59.8% 1.61% 1.90% 7.16% 1.59% 2.21% -29.05% 40.41% 30 days 2105 59.3% 2.35% 3.33% 10.86% 2.86% 3.79% -41.13% 59.07% 90 days 2105 69.5% 8.19% 9.97% 19.77% 9.12% 10.81% -42.58% 164.92% 180 days 2105 76.8% 18.24% 22.13% 32.86% 20.72% 23.53% -52.51% 321.67% 365 days 2105 81.2% 39.45% 50.25% 59.18% 47.72% 52.78% -52.37% 351.97% ======================================================================================================================== MSFT - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 17.65% Similar historical periods found: 1985 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1985 55.4% 0.50% 0.42% 4.37% 0.23% 0.61% -21.06% 21.67% 14 days 1985 55.0% 0.77% 0.69% 6.36% 0.42% 0.97% -29.57% 30.80% 30 days 1985 61.1% 2.22% 2.41% 9.81% 1.98% 2.84% -36.55% 47.66% 90 days 1985 70.5% 9.37% 9.28% 17.74% 8.50% 10.06% -46.67% 122.67% 180 days 1985 71.4% 19.68% 19.76% 30.57% 18.41% 21.10% -53.71% 180.00% 365 days 1985 77.0% 39.45% 44.69% 54.80% 42.27% 47.10% -56.29% 242.98% ======================================================================================================================== Chart 11: AVGO (R² = 0.9050)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $251.26 +30d (1m): $263.53 ($213.50 - $325.29) +60d (2m): $282.04 ($228.45 - $348.20) +90d (3m): $301.86 ($244.46 - $372.74) 90-day outlook: 📈 Bullish Trend (+20.1%) Confidence: 90.5% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== AVGO - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 25.57% Similar historical periods found: 260 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 260 45.0% -0.49% -0.49% 4.65% -1.06% 0.08% -13.34% 14.09% 14 days 260 52.7% 0.72% -0.57% 6.67% -1.39% 0.24% -21.15% 15.86% 30 days 260 52.3% 1.19% 0.64% 9.43% -0.51% 1.80% -26.00% 20.64% 90 days 260 80.4% 12.12% 12.40% 13.62% 10.73% 14.06% -18.60% 47.19% 180 days 260 83.8% 28.00% 31.39% 27.95% 27.97% 34.80% -27.13% 80.99% 365 days 260 95.8% 62.02% 73.47% 58.38% 66.35% 80.60% -29.38% 210.68% ======================================================================================================================== AVGO - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.07% Similar historical periods found: 671 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 671 60.2% 1.33% 1.04% 4.70% 0.69% 1.40% -21.51% 23.61% 14 days 671 58.4% 1.47% 1.75% 7.29% 1.19% 2.30% -28.15% 29.88% 30 days 671 61.3% 2.99% 3.90% 12.13% 2.98% 4.81% -46.13% 44.72% 90 days 671 75.0% 10.70% 12.09% 18.41% 10.70% 13.49% -37.88% 66.03% 180 days 671 79.4% 21.09% 26.01% 28.71% 23.84% 28.19% -43.02% 104.09% 365 days 671 97.0% 52.01% 62.34% 52.27% 58.38% 66.30% -18.08% 223.01% ======================================================================================================================== Chart 12: MA (R² = 0.8975)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $538.73 +30d (1m): $586.86 ($541.53 - $635.99) +60d (2m): $601.63 ($555.12 - $652.03) +90d (3m): $616.77 ($569.05 - $668.49) 90-day outlook: 📈 Bullish Trend (+14.5%) Confidence: 89.8% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== MA - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -3.62% Similar historical periods found: 704 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 704 60.7% 1.09% 1.14% 4.75% 0.78% 1.49% -13.43% 21.58% 14 days 704 66.5% 2.10% 2.07% 6.76% 1.57% 2.57% -31.08% 22.67% 30 days 704 76.3% 5.21% 4.86% 9.24% 4.18% 5.55% -34.19% 32.39% 90 days 704 81.5% 11.64% 12.11% 18.62% 10.73% 13.48% -55.71% 133.25% 180 days 704 85.9% 14.91% 19.56% 24.58% 17.74% 21.38% -51.28% 144.91% 365 days 704 91.8% 30.85% 39.49% 41.25% 36.44% 42.55% -19.21% 377.84% ======================================================================================================================== MA - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -4.12% Similar historical periods found: 363 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 363 59.2% 1.04% 1.10% 5.86% 0.50% 1.71% -21.63% 29.55% 14 days 363 60.6% 1.63% 1.65% 6.78% 0.96% 2.35% -17.15% 31.66% 30 days 363 71.1% 3.59% 4.24% 8.78% 3.34% 5.15% -33.07% 38.23% 90 days 363 84.0% 10.04% 9.87% 11.34% 8.70% 11.04% -38.03% 41.72% 180 days 363 84.6% 15.68% 17.75% 18.51% 15.84% 19.66% -26.22% 134.35% 365 days 363 95.9% 30.86% 32.98% 24.40% 30.46% 35.50% -9.92% 105.37% ======================================================================================================================== Chart 13: RTX (R² = 0.8975) Error plotting RTX: index 131 is out of bounds for axis 0 with size 102 Chart 14: V (R² = 0.8929)
📊 PRICE PROJECTIONS (Linear Regression - 252 days): Current: $340.38 +30d (1m): $387.70 ($360.11 - $417.41) +60d (2m): $405.20 ($376.26 - $436.38) +90d (3m): $423.50 ($393.12 - $456.22) 90-day outlook: 📈 Bullish Trend (+24.4%) Confidence: 89.3% | Valuation: FAIR VALUE ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== V - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -1.94% Similar historical periods found: 801 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 801 59.8% 0.86% 0.66% 4.02% 0.39% 0.94% -14.16% 17.60% 14 days 801 62.9% 1.55% 1.24% 5.76% 0.84% 1.64% -28.35% 21.45% 30 days 801 68.9% 4.17% 2.99% 7.93% 2.44% 3.54% -33.04% 29.83% 90 days 801 81.8% 9.26% 8.41% 12.27% 7.56% 9.26% -42.85% 36.20% 180 days 801 85.1% 15.49% 15.69% 15.70% 14.60% 16.78% -39.83% 61.06% 365 days 801 93.3% 34.30% 34.45% 22.99% 32.85% 36.04% -11.25% 103.00% ======================================================================================================================== V - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -1.87% Similar historical periods found: 431 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 431 64.0% 1.28% 0.93% 4.64% 0.49% 1.37% -15.10% 22.01% 14 days 431 65.4% 1.84% 1.48% 6.17% 0.90% 2.06% -16.84% 24.42% 30 days 431 71.5% 3.52% 3.31% 7.56% 2.60% 4.03% -31.90% 29.83% 90 days 431 78.7% 7.74% 8.15% 10.54% 7.15% 9.15% -27.36% 34.39% 180 days 431 87.5% 17.54% 17.17% 15.42% 15.71% 18.63% -18.68% 60.79% 365 days 431 92.8% 37.10% 36.58% 23.50% 34.35% 38.80% -8.20% 104.77% ======================================================================================================================== Chart 15: NVDA (R² = 0.8900) Error plotting NVDA: index 131 is out of bounds for axis 0 with size 102 ======================================================================================================================== 🟢 TOP 1 STOCK INSTRUMENTS - UNDERVALUED OPPORTUNITIES ======================================================================================================================== Rank Symbol Under% R² Growth% Price Upside% Window ------------------------------------------------------------------------------------------------------------------------ 1 COST 13.3% 0.924988 47.3% $974.90 15.3% 504 d 📊 DISPLAYING ALL 1 UNDERVALUED STOCK OPPORTUNITY CHARTS: -------------------------------------------------------------------------------- Chart 1: COST (Undervalued by 13.3%)
📊 PRICE PROJECTIONS (Linear Regression - 504 days): Current: $974.90 +30d (1m): $1.2K ($1.0K - $1.3K) +60d (2m): $1.2K ($1.1K - $1.4K) +90d (3m): $1.3K ($1.1K - $1.5K) 90-day outlook: 📈 Bullish Trend (+32.4%) Confidence: 92.5% | Valuation: UNDERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== COST - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: -3.52% Similar historical periods found: 1824 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1824 56.9% 0.78% 0.72% 4.89% 0.49% 0.94% -41.53% 24.40% 14 days 1824 57.2% 1.19% 1.27% 6.82% 0.96% 1.58% -38.12% 32.76% 30 days 1824 60.9% 2.45% 2.43% 9.57% 1.99% 2.86% -41.85% 33.52% 90 days 1824 70.1% 7.62% 6.89% 15.18% 6.19% 7.59% -47.84% 80.70% 180 days 1824 79.0% 13.82% 13.24% 21.41% 12.26% 14.22% -45.64% 82.79% 365 days 1824 80.0% 25.97% 27.19% 35.33% 25.57% 28.82% -51.26% 189.54% ======================================================================================================================== COST - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: -6.48% Similar historical periods found: 1177 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1177 57.7% 0.86% 0.56% 4.92% 0.28% 0.84% -26.99% 19.60% 14 days 1177 60.8% 1.81% 1.32% 6.88% 0.93% 1.72% -27.10% 28.63% 30 days 1177 68.5% 3.47% 3.34% 9.70% 2.79% 3.90% -37.74% 34.96% 90 days 1177 75.3% 9.86% 8.49% 16.72% 7.54% 9.45% -48.69% 59.02% 180 days 1177 76.5% 14.94% 13.93% 21.90% 12.68% 15.18% -42.11% 82.54% 365 days 1177 79.5% 29.76% 28.35% 31.65% 26.54% 30.16% -44.98% 189.54% ======================================================================================================================== ======================================================================================================================== 🔴 TOP 2 STOCK INSTRUMENTS - OVERVALUED WARNINGS ======================================================================================================================== Rank Symbol Over% R² Growth% Price Risk% Window ------------------------------------------------------------------------------------------------------------------------ 1 INTC 25.4% 0.759177 -45.7% $21.49 20.3% 378 d 2 UNH 15.2% 0.822805 -95.7% $307.20 13.2% 63 d 📊 DISPLAYING ALL 2 OVERVALUED STOCK WARNING CHARTS: -------------------------------------------------------------------------------- Chart 1: INTC (Overvalued by 25.4%)
📊 PRICE PROJECTIONS (Linear Regression - 378 days): Current: $21.49 +30d (1m): $15.93 ($11.86 - $21.39) +60d (2m): $14.81 ($11.03 - $19.90) +90d (3m): $13.77 ($10.25 - $18.51) 90-day outlook: 📉 Bearish Trend (-35.9%) Confidence: 75.9% | Valuation: OVERVALUED ------------------------------------------------------------ 🔮 FORWARD RETURNS ANALYSIS: ------------------------------------------------------------ ======================================================================================================================== INTC - FORWARD RETURNS ANALYSIS (ROC 30-day window) ======================================================================================================================== Current 30-day ROC: 7.77% Similar historical periods found: 2277 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 2277 53.0% 0.42% 0.31% 6.00% 0.06% 0.55% -50.46% 31.25% 14 days 2277 53.1% 0.64% 0.55% 7.97% 0.22% 0.88% -46.64% 37.65% 30 days 2277 56.0% 1.58% 1.97% 12.95% 1.44% 2.50% -51.73% 79.41% 90 days 2277 58.5% 4.76% 8.38% 26.14% 7.31% 9.46% -58.36% 112.94% 180 days 2277 59.9% 6.66% 13.48% 36.34% 11.99% 14.97% -68.32% 160.00% 365 days 2277 62.0% 12.47% 24.08% 54.08% 21.85% 26.30% -66.87% 273.20% ======================================================================================================================== INTC - FORWARD RETURNS ANALYSIS (ROC 90-day window) ======================================================================================================================== Current 90-day ROC: 12.51% Similar historical periods found: 1673 ======================================================================================================================== Forward Returns Summary: ------------------------------------------------------------------------------------------------------------------------ Window Count % Positive Median Mean Std Dev 95% CI Lower 95% CI Upper Min Max ------------------------------------------------------------------------------------------------------------------------ 7 days 1673 51.9% 0.37% 0.30% 5.52% 0.03% 0.56% -34.09% 21.05% 14 days 1673 54.5% 0.81% 0.59% 7.83% 0.22% 0.97% -40.44% 34.95% 30 days 1673 56.2% 1.64% 1.50% 11.97% 0.93% 2.08% -47.74% 62.79% 90 days 1673 59.2% 3.89% 6.23% 22.18% 5.16% 7.29% -53.64% 119.77% 180 days 1673 59.8% 5.96% 12.57% 35.40% 10.88% 14.27% -66.84% 152.33% 365 days 1673 62.3% 12.38% 22.03% 49.57% 19.65% 24.41% -57.20% 253.86% ======================================================================================================================== Chart 2: UNH (Overvalued by 15.2%) Error plotting UNH: index 152 is out of bounds for axis 0 with size 123 STOCK STATISTICS: ------------------------------------------------------------ Total stock instruments analyzed: 50 Average R-squared: 0.8031 Best R-squared: 0.959294 Average annual growth: 120.7% Valuation breakdown: 🟡 FAIR_VALUE: 38 (76.0%) - Hold/Monitor 🔴 OVERVALUED: 2 (4.0%) - Sell Warnings 🟢 UNDERVALUED: 1 (2.0%) - Buy Opportunities Optimal window distribution: 21 days (~1m): 3 instruments (6.0%) 42 days (~2m): 12 instruments (24.0%) 63 days (~3m): 2 instruments (4.0%) 84 days (~4m): 2 instruments (4.0%) 126 days (~6m): 3 instruments (6.0%) 📊 STOCK TRADING SUMMARY: 🟢 High-quality undervalued opportunities: 1 🔴 High-quality overvalued warnings: 2 📈 Top trend performers displayed: 15 💡 Consider buying undervalued stocks with strong trends ⚠️ Consider reducing overvalued stock positions ======================================================================================================================== 🎯 BEST INVESTMENT OPPORTUNITIES BY ASSET CLASS ======================================================================================================================== 🟢 TOP 6 CRYPTO OPPORTUNITIES ---------------------------------------------------------------------------------------------------- Rank Symbol Under% R² Growth% Score Price ---------------------------------------------------------------------------------------------------- 1 IMX-USD 63.8% 0.801302 -100.0% 70.3 $0.004143 2 HYPE-USD 41.2% 0.831823 -97.1% 58.0 $0.000005 3 FARTCOIN-USD 42.4% 0.805152 29545.0% 57.6 $1.04 4 FTN-USD 11.1% 0.989746 136.2% 46.2 $4.43 5 BTC-USD 11.8% 0.936020 103.4% 44.5 $104.7K 6 LEO-USD 11.8% 0.891319 74.5% 42.8 $8.99 🟢 TOP 2 FUTURES OPPORTUNITIES ---------------------------------------------------------------------------------------------------- Rank Symbol Under% R² Growth% Score Price ---------------------------------------------------------------------------------------------------- 1 CC=F 29.6% 0.884221 86.5% 53.1 $8.8K 2 KC=F 20.2% 0.931899 70.1% 49.4 $319.70 🟢 TOP 1 STOCK OPPORTUNITIES ---------------------------------------------------------------------------------------------------- Rank Symbol Under% R² Growth% Score Price ---------------------------------------------------------------------------------------------------- 1 COST 13.3% 0.924988 47.3% 45.0 $974.90 ======================================================================================================================== 📊 OVERALL PORTFOLIO SUMMARY ======================================================================================================================== Total instruments analyzed: 170 Average trend reliability (R²): 0.7612 Best trend reliability: 0.989746 Asset distribution: Crypto: 91 instruments (53.5%) - Avg Growth: 854845.2% Stock: 50 instruments (29.4%) - Avg Growth: 120.7% Futures: 29 instruments (17.1%) - Avg Growth: 78.0% Overall valuation summary: 🟡 Fair Value: 86 (50.6%) - Hold/Monitor 🔴 Overvalued: 18 (10.6%) - Sell Warnings 🟢 Undervalued: 16 (9.4%) - Buy Opportunities 📊 Total charts displayed: UP TO 135 (ALL available per section per asset class) 💡 Sections: Best Trends | Undervalued Opportunities | Overvalued Warnings 📈 Chart type: Linear Regression on Log Scale with Forward Returns Analysis 🔮 New Feature: Historical pattern-based forward returns predictions ======================================================================================================================== ✅ COMPREHENSIVE ANALYSIS WITH FORWARD RETURNS COMPLETE ======================================================================================================================== 🎉 Enhanced analysis completed successfully! Results stored in 'results' variable with 170 instrument analyses 📊 Charts displayed for ALL available instruments per section per asset class 💡 Total sections analyzed: Best Trends + Undervalued + Overvalued 📈 Chart type: Linear Regression on Log Scale with straight trend lines 🔮 Forward Returns: ROC-based predictive analysis for each instrument ================================================================================
Found master dataset, starting ROC Z-Score analysis...
🚀 STARTING ROC Z-SCORE MOMENTUM ANALYSIS
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🔍 ANALYZING ROC 30 Z-SCORE MOMENTUM
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ROC Period: 30 days | Z-Score Window: 2000 days
Processing 97 crypto instruments...
Progress: 25/97 crypto instruments processed
Progress: 50/97 crypto instruments processed
Progress: 75/97 crypto instruments processed
Completed: 39/97 crypto instruments with valid data
Processing 29 futures instruments...
Progress: 25/29 futures instruments processed
Completed: 28/29 futures instruments with valid data
Processing 50 stock instruments...
Progress: 25/50 stock instruments processed
Progress: 50/50 stock instruments processed
Completed: 50/50 stock instruments with valid data
✅ Analysis complete: 117 instruments analyzed
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🚀 TOP & BOTTOM 10 ROC Z-SCORE PERFORMERS BY ASSET TYPE
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🟢 TOP 10 CRYPTO - HIGHEST ROC Z-SCORES (MOMENTUM LEADERS)
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Rank Symbol Z-Score ROC% Price Status
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1 BCH-USD 0.65 25.4% $494.03 ➡️ ELEVATED
2 PAXG-USD 0.31 2.6% $3.4K ➡️ ELEVATED
3 JUP-USD -0.05 40.4% $0.001193 ➡️ ELEVATED
4 SKY-USD -0.12 -1.4% $0.036899 ➡️ ELEVATED
5 ZEC-USD -0.12 1.4% $41.76 ➡️ ELEVATED
6 ARB-USD -0.12 -0.0% $0.001056 ➡️ ELEVATED
7 LEO-USD -0.12 2.6% $8.99 ➡️ ELEVATED
8 TRUMP-USD -0.14 2.2% $0.000595 ➡️ ELEVATED
9 A-USD -0.15 -14.6% $0.000529 ➡️ ELEVATED
10 PI-USD -0.16 0.0% $0.002050 ➡️ ELEVATED
🔴 BOTTOM 10 CRYPTO - LOWEST ROC Z-SCORES (MOMENTUM LAGGARDS)
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Rank Symbol Z-Score ROC% Price Status
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1 GT-USD -1.11 -27.6% $15.58 🔴 LOW
2 VET-USD -0.79 -24.1% $0.021627 ⬇️ WEAK
3 XMR-USD -0.73 -10.7% $314.51 ⬇️ WEAK
4 LINK-USD -0.72 -16.2% $13.15 ⬇️ WEAK
5 THETA-USD -0.71 -25.0% $0.683229 ⬇️ WEAK
6 ALGO-USD -0.69 -23.8% $0.170905 ⬇️ WEAK
7 ADA-USD -0.69 -19.5% $0.600671 ⬇️ WEAK
8 BTT-USD -0.64 -36.7% $0.000001 ⬇️ WEAK
9 ATOM-USD -0.62 -17.0% $4.02 ⬇️ WEAK
10 HBAR-USD -0.56 -24.5% $0.147136 ⬇️ WEAK
📊 CRYPTO STATISTICS:
Total instruments: 39
Average Z-score: -0.37
Z-score range: -1.11 to 0.65
Average ROC: -8.1%
ROC range: -36.7% to 40.4%
Z-Score Distribution:
Extreme High (≥2.0): 0 (0.0%)
High (1.0-2.0): 0 (0.0%)
Normal (-1.0-1.0): 38 (97.4%)
Low (-2.0--1.0): 1 (2.6%)
Extreme Low (≤-2.0): 0 (0.0%)
🟢 TOP 10 FUTURES - HIGHEST ROC Z-SCORES (MOMENTUM LEADERS)
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Rank Symbol Z-Score ROC% Price Status
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1 PL=F 3.69 31.2% $1.3K 🔥 EXTREME HIGH
2 HO=F 2.16 30.7% $2.58 🔥 EXTREME HIGH
3 BZ=F 1.71 24.9% $76.31 📈 VERY HIGH
4 CL=F 1.43 29.2% $75.01 🟢 HIGH
5 HE=F 1.38 22.5% $112.18 🟢 HIGH
6 ZW=F 1.22 13.6% $589.50 🟢 HIGH
7 SI=F 1.08 11.8% $36.35 🟢 HIGH
8 NQ=F 0.78 7.6% $21.5K ➡️ ELEVATED
9 RB=F 0.71 13.7% $2.30 ➡️ ELEVATED
10 PA=F 0.61 7.6% $1.1K ➡️ ELEVATED
🔴 BOTTOM 10 FUTURES - LOWEST ROC Z-SCORES (MOMENTUM LAGGARDS)
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Rank Symbol Z-Score ROC% Price Status
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1 KC=F -2.03 -20.3% $319.70 ❄️ EXTREME LOW
2 OJ=F -1.56 -16.0% $237.60 📉 VERY LOW
3 DX=F -0.89 -2.0% $98.50 ⬇️ WEAK
4 CT=F -0.89 -7.9% $66.23 ⬇️ WEAK
5 SB=F -0.74 -6.3% $16.35 ⬇️ WEAK
6 CC=F -0.55 -4.5% $8.8K ⬇️ WEAK
7 LE=F -0.33 -0.9% $211.77 ⬇️ WEAK
8 GC=F -0.33 0.1% $3.4K ⬇️ WEAK
9 ZB=F -0.30 -1.5% $113.62 ⬇️ WEAK
10 ZN=F -0.21 -0.6% $110.89 ⬇️ WEAK
📊 FUTURES STATISTICS:
Total instruments: 28
Average Z-score: 0.30
Z-score range: -2.03 to 3.69
Average ROC: 5.6%
ROC range: -20.3% to 31.2%
Z-Score Distribution:
Extreme High (≥2.0): 2 (7.1%)
High (1.0-2.0): 5 (17.9%)
Normal (-1.0-1.0): 19 (67.9%)
Low (-2.0--1.0): 1 (3.6%)
Extreme Low (≤-2.0): 1 (3.6%)
🟢 TOP 10 STOCK - HIGHEST ROC Z-SCORES (MOMENTUM LEADERS)
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Rank Symbol Z-Score ROC% Price Status
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1 ORCL 4.26 42.8% $210.87 🔥 EXTREME HIGH
2 TXN 2.60 23.1% $198.35 🔥 EXTREME HIGH
3 DIS 2.49 27.9% $117.86 🔥 EXTREME HIGH
4 AVGO 1.71 25.6% $251.26 📈 VERY HIGH
5 IBM 1.52 14.4% $283.21 📈 VERY HIGH
6 RTX 1.44 14.4% $145.87 🟢 HIGH
7 AMD 1.24 28.6% $126.79 🟢 HIGH
8 NVDA 1.19 28.1% $145.48 🟢 HIGH
9 CSCO 1.19 11.2% $65.84 🟢 HIGH
10 AMZN 1.14 14.9% $212.52 🟢 HIGH
🔴 BOTTOM 10 STOCK - LOWEST ROC Z-SCORES (MOMENTUM LAGGARDS)
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Rank Symbol Z-Score ROC% Price Status
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1 UNH -2.58 -21.6% $307.20 ❄️ EXTREME LOW
2 BRK-B -1.17 -5.3% $485.14 🔴 LOW
3 VZ -1.06 -5.6% $41.67 🔴 LOW
4 COST -0.89 -3.5% $974.90 ⬇️ WEAK
5 MA -0.84 -3.6% $538.73 ⬇️ WEAK
6 WMT -0.84 -3.3% $95.09 ⬇️ WEAK
7 LOW -0.74 -5.5% $210.83 ⬇️ WEAK
8 KO -0.70 -2.8% $69.21 ⬇️ WEAK
9 CRM -0.66 -4.9% $259.50 ⬇️ WEAK
10 V -0.65 -1.9% $340.38 ⬇️ WEAK
📊 STOCK STATISTICS:
Total instruments: 50
Average Z-score: 0.30
Z-score range: -2.58 to 4.26
Average ROC: 6.3%
ROC range: -21.6% to 42.8%
Z-Score Distribution:
Extreme High (≥2.0): 3 (6.0%)
High (1.0-2.0): 9 (18.0%)
Normal (-1.0-1.0): 35 (70.0%)
Low (-2.0--1.0): 2 (4.0%)
Extreme Low (≤-2.0): 1 (2.0%)
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📊 DISPLAYING CHARTS FOR TOP & BOTTOM 5 PERFORMERS (5 YEARS OR MAX DATA)
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🟢 TOP 5 CRYPTO MOMENTUM LEADERS:
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Chart 1: BCH-USD (Z-Score: +0.65)
📊 MOMENTUM ANALYSIS - BCH ================================================== Current ROC 30: +25.4% Historical ROC Mean: +5.1% Current Z-Score: +0.65 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 2: PAXG-USD (Z-Score: +0.31)
📊 MOMENTUM ANALYSIS - PAXG ================================================== Current ROC 30: +2.6% Historical ROC Mean: +1.3% Current Z-Score: +0.31 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 3: JUP-USD (Z-Score: -0.05)
📊 MOMENTUM ANALYSIS - JUP ================================================== Current ROC 30: +40.4% Historical ROC Mean: +280.4% Current Z-Score: -0.05 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 4: SKY-USD (Z-Score: -0.12)
📊 MOMENTUM ANALYSIS - SKY ================================================== Current ROC 30: -1.4% Historical ROC Mean: +4.9% Current Z-Score: -0.12 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 5: ZEC-USD (Z-Score: -0.12)
📊 MOMENTUM ANALYSIS - ZEC ================================================== Current ROC 30: +1.4% Historical ROC Mean: +5.0% Current Z-Score: -0.12 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- 🔴 BOTTOM 5 CRYPTO MOMENTUM LAGGARDS: ------------------------------------------------------------ Chart 1: THETA-USD (Z-Score: -0.71)
📊 MOMENTUM ANALYSIS - THETA ================================================== Current ROC 30: -25.0% Historical ROC Mean: +11.8% Current Z-Score: -0.71 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 2: LINK-USD (Z-Score: -0.72)
📊 MOMENTUM ANALYSIS - LINK ================================================== Current ROC 30: -16.2% Historical ROC Mean: +7.6% Current Z-Score: -0.72 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 3: XMR-USD (Z-Score: -0.73)
📊 MOMENTUM ANALYSIS - XMR ================================================== Current ROC 30: -10.7% Historical ROC Mean: +5.1% Current Z-Score: -0.73 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 4: VET-USD (Z-Score: -0.79)
📊 MOMENTUM ANALYSIS - VET ================================================== Current ROC 30: -24.1% Historical ROC Mean: +8.6% Current Z-Score: -0.79 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 5: GT-USD (Z-Score: -1.11)
📊 MOMENTUM ANALYSIS - GT ================================================== Current ROC 30: -27.6% Historical ROC Mean: +9.8% Current Z-Score: -1.11 Momentum Status: 🔴 LOW 💡 Analysis: Normal momentum range -------------------------------------------------- 🟢 TOP 5 FUTURES MOMENTUM LEADERS: ------------------------------------------------------------ Chart 1: PL=F (Z-Score: +3.69)
📊 MOMENTUM ANALYSIS - PL=F ================================================== Current ROC 30: +31.2% Historical ROC Mean: +0.6% Current Z-Score: +3.69 Momentum Status: 🔥 EXTREME HIGH 💡 Analysis: Strong upward momentum, 3.7 standard deviations above normal -------------------------------------------------- Chart 2: HO=F (Z-Score: +2.16)
📊 MOMENTUM ANALYSIS - HO=F ================================================== Current ROC 30: +30.7% Historical ROC Mean: +1.5% Current Z-Score: +2.16 Momentum Status: 🔥 EXTREME HIGH 💡 Analysis: Strong upward momentum, 2.2 standard deviations above normal -------------------------------------------------- Chart 3: BZ=F (Z-Score: +1.71)
📊 MOMENTUM ANALYSIS - BZ=F ================================================== Current ROC 30: +24.9% Historical ROC Mean: +1.5% Current Z-Score: +1.71 Momentum Status: 📈 VERY HIGH 💡 Analysis: Strong upward momentum, 1.7 standard deviations above normal -------------------------------------------------- Chart 4: CL=F (Z-Score: +1.43)
📊 MOMENTUM ANALYSIS - CL=F ================================================== Current ROC 30: +29.2% Historical ROC Mean: +1.7% Current Z-Score: +1.43 Momentum Status: 🟢 HIGH 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 5: HE=F (Z-Score: +1.38)
📊 MOMENTUM ANALYSIS - HE=F ================================================== Current ROC 30: +22.5% Historical ROC Mean: +1.4% Current Z-Score: +1.38 Momentum Status: 🟢 HIGH 💡 Analysis: Normal momentum range -------------------------------------------------- 🔴 BOTTOM 5 FUTURES MOMENTUM LAGGARDS: ------------------------------------------------------------ Chart 1: SB=F (Z-Score: -0.74)
📊 MOMENTUM ANALYSIS - SB=F ================================================== Current ROC 30: -6.3% Historical ROC Mean: +0.8% Current Z-Score: -0.74 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 2: CT=F (Z-Score: -0.89)
📊 MOMENTUM ANALYSIS - CT=F ================================================== Current ROC 30: -7.9% Historical ROC Mean: +0.3% Current Z-Score: -0.89 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 3: DX=F (Z-Score: -0.89)
📊 MOMENTUM ANALYSIS - DX=F ================================================== Current ROC 30: -2.0% Historical ROC Mean: +0.1% Current Z-Score: -0.89 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 4: OJ=F (Z-Score: -1.56)
📊 MOMENTUM ANALYSIS - OJ=F ================================================== Current ROC 30: -16.0% Historical ROC Mean: +1.7% Current Z-Score: -1.56 Momentum Status: 📉 VERY LOW 💡 Analysis: Strong downward momentum, 1.6 standard deviations below normal -------------------------------------------------- Chart 5: KC=F (Z-Score: -2.03)
📊 MOMENTUM ANALYSIS - KC=F ================================================== Current ROC 30: -20.3% Historical ROC Mean: +2.2% Current Z-Score: -2.03 Momentum Status: ❄️ EXTREME LOW 💡 Analysis: Strong downward momentum, 2.0 standard deviations below normal -------------------------------------------------- 🟢 TOP 5 STOCK MOMENTUM LEADERS: ------------------------------------------------------------ Chart 1: ORCL (Z-Score: +4.26)
📊 MOMENTUM ANALYSIS - ORCL ================================================== Current ROC 30: +42.8% Historical ROC Mean: +2.6% Current Z-Score: +4.26 Momentum Status: 🔥 EXTREME HIGH 💡 Analysis: Strong upward momentum, 4.3 standard deviations above normal -------------------------------------------------- Chart 2: TXN (Z-Score: +2.60)
📊 MOMENTUM ANALYSIS - TXN ================================================== Current ROC 30: +23.1% Historical ROC Mean: +1.9% Current Z-Score: +2.60 Momentum Status: 🔥 EXTREME HIGH 💡 Analysis: Strong upward momentum, 2.6 standard deviations above normal -------------------------------------------------- Chart 3: DIS (Z-Score: +2.49)
📊 MOMENTUM ANALYSIS - DIS ================================================== Current ROC 30: +27.9% Historical ROC Mean: +0.8% Current Z-Score: +2.49 Momentum Status: 🔥 EXTREME HIGH 💡 Analysis: Strong upward momentum, 2.5 standard deviations above normal -------------------------------------------------- Chart 4: AVGO (Z-Score: +1.71)
📊 MOMENTUM ANALYSIS - AVGO ================================================== Current ROC 30: +25.6% Historical ROC Mean: +4.6% Current Z-Score: +1.71 Momentum Status: 📈 VERY HIGH 💡 Analysis: Strong upward momentum, 1.7 standard deviations above normal -------------------------------------------------- Chart 5: IBM (Z-Score: +1.52)
📊 MOMENTUM ANALYSIS - IBM ================================================== Current ROC 30: +14.4% Historical ROC Mean: +1.8% Current Z-Score: +1.52 Momentum Status: 📈 VERY HIGH 💡 Analysis: Strong upward momentum, 1.5 standard deviations above normal -------------------------------------------------- 🔴 BOTTOM 5 STOCK MOMENTUM LAGGARDS: ------------------------------------------------------------ Chart 1: MA (Z-Score: -0.84)
📊 MOMENTUM ANALYSIS - MA ================================================== Current ROC 30: -3.6% Historical ROC Mean: +2.7% Current Z-Score: -0.84 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 2: COST (Z-Score: -0.89)
📊 MOMENTUM ANALYSIS - COST ================================================== Current ROC 30: -3.5% Historical ROC Mean: +3.2% Current Z-Score: -0.89 Momentum Status: ➡️ NORMAL 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 3: VZ (Z-Score: -1.06)
📊 MOMENTUM ANALYSIS - VZ ================================================== Current ROC 30: -5.6% Historical ROC Mean: +0.7% Current Z-Score: -1.06 Momentum Status: 🔴 LOW 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 4: BRK-B (Z-Score: -1.17)
📊 MOMENTUM ANALYSIS - BRK-B ================================================== Current ROC 30: -5.3% Historical ROC Mean: +1.8% Current Z-Score: -1.17 Momentum Status: 🔴 LOW 💡 Analysis: Normal momentum range -------------------------------------------------- Chart 5: UNH (Z-Score: -2.58)
📊 MOMENTUM ANALYSIS - UNH ================================================== Current ROC 30: -21.6% Historical ROC Mean: +1.4% Current Z-Score: -2.58 Momentum Status: ❄️ EXTREME LOW 💡 Analysis: Strong downward momentum, 2.6 standard deviations below normal -------------------------------------------------- ================================================================================ 📊 OVERALL MOMENTUM SUMMARY ================================================================================ Total instruments analyzed: 117 ROC period: 30 days Z-score calculation window: 2000 days Average Z-score across all assets: 0.08 Extreme momentum instruments: 🔥 Extreme High (Z ≥ 2.0): 5 ❄️ Extreme Low (Z ≤ -2.0): 2 📊 Charts displayed: 30 (top & bottom 5 per asset class) 📅 Chart period: 5 years or maximum available data per instrument 📈 Z-Score display: Line chart with color-coded fill areas ================================================================================ 🎉 ROC Z-Score analysis completed! Results stored in 'momentum_results' variable